Heathcote 1990: A Normalized State Outside the Domains of Position and MomentumResearch Paper
Motivation
Quantum mechanics represents the states of a system by unit vectors (normed rays) of a complex Hilbert space H and its observables by self-adjoint operators on H. The most important observables — position, momentum, energy — are unbounded. A. Heathcote's paper Unbounded Operators and the Incompleteness of Quantum Mechanics (Philosophy of Science 57, 1990, 523–534) draws attention to a mathematical fact that is routinely glossed over in physical texts: an unbounded self-adjoint operator cannot be defined on all of H, and there are concrete normalized wave functions on which the position and momentum operators do not act at all. The paper uses this to argue that the standard postulates of quantum mechanics are, in a precise sense, incomplete.
This mission isolates the mathematical content of that argument, which is a clean and checkable piece of functional analysis on L2(R).
Setting
Let H be a complex Hilbert space. A (partially defined) linear operator A has a domain D(A)⊆H; it is bounded if there is k∈R with ∥Aψ∥≤k∥ψ∥ for all ψ∈D(A), and unbounded otherwise. It is self-adjoint if it equals its Hilbert adjoint, A=A∗, which includes D(A)=D(A∗).
On H=L2(R):
The position operator acts by (Qψ)(x)=xψ(x) on
D(Q)={ψ∈L2(R):∫Rx2∣ψ(x)∣2dx<∞}(eq. (3)).
The momentum operatorPψ=ℏi−1dψ/dx has, in the paper's description, domain D(P) consisting of the absolutely continuous functions in L2(R).
Heathcote's wave function (eq. (4)) is
ψ(x)={x−1,0,x≥1,x<1.
Formalization targets
Goal
There is a unit vector of L2(R), namely the class of ψ, lying in neither domain:
∃φ∈L2(R):φ=ψa.e.,∥φ∥=1,φ∈/D(Q),φ∈/D(P).
Milestones
Hellinger–Toeplitz (p. 2, footnote 1): a symmetric operator defined on all of a Hilbert space is bounded (an existing platform theorem).
Unbounded self-adjoint operators (p. 2, footnote 2): if A=A∗ is unbounded then D(A) is dense and D(A)=H.
Normalization (p. 5): ψ∈L2(R) and ∫∣ψ∣2=∫1∞x−2dx=1.
Not in D(Q) (p. 5): ∫x2∣ψ(x)∣2dx=∞.
Not in D(P) (pp. 5–6): no a.e.-representative of ψ is absolutely continuous on every compact interval.
Infinite position expectation (p. 9): ∫∣x∣∣ψ(x)∣2dx=∫1∞x−1dx=∞.
Significance
The result. The goal shows that the two postulates "every normed ray is a state" and "observables are self-adjoint operators" force the existence of states on which the position operator (and, independently, the momentum operator) is undefined. Milestone 5 is what the paper uses to separate this phenomenon from the canonical commutation relations: the failure of ψ∈D(Q) is not explained by ψ being "sharp in momentum", because ψ is not even in D(P). Milestone 6 records the physical reading: the mean position of this normalized state is infinite.
Formalizing it. The individual facts are standard and elementary; none of them is new. What the mission produces is a machine-checked version of the paper's argument stated against the actual L2 space and Mathlib's notion of unbounded operators and adjoints, with the domain conventions made explicit.
Difficulty
The calculus is easy; the subtleties are in the bookkeeping. Elements of L2(R) are almost-everywhere classes, so "ψ is discontinuous at 1" does not by itself show ψ∈/D(P): one must rule out every a.e.-modification of ψ being absolutely continuous. Similarly, the Hellinger–Toeplitz argument gives D(A)=H but not density, which comes from the adjoint being a genuine operator.
Formalization scope
Operators are Mathlib's partially defined linear maps H →ₗ.[ℂ] H; self-adjointness is IsSelfAdjoint with respect to the adjoint A†, over a complex complete inner product space.
L2(R) is Lp ℂ 2 volume on ℝ; D(Q) and D(P) are subsets of it. Integrals of non-negative quantities are Lebesgue integrals valued in [0,∞], so "=∞" is literal and not a junk value.
D(P) follows the paper (absolutely continuous elements, i.e. having a representative absolutely continuous on every [a,b]) and omits the standard requirement ψ′∈L2. This set contains the standard domain, so non-membership is a stronger statement.
The paper's further claim that ψ∈/D(H) for a Hamiltonian H=P2/2m+V is stated there without proof and for an unspecified potential V, and is not included.
Trivialization is excluded: the goal pins φ to the explicit function ψ and requires ∥φ∥=1.
Selected references
A. Heathcote, Unbounded Operators and the Incompleteness of Quantum Mechanics, Philosophy of Science 57 (1990), 523–534.
M. Reed and B. Simon, Methods of Modern Mathematical Physics I: Functional Analysis, revised ed., Academic Press, 1980.
Uhlenbeck, Equations of Gauge Theory I: Self-Dual Connections Minimize Yang-MillsTextbook
Motivation
The Yang–Mills functional measures the total curvature of a connection on a principal bundle. Its critical points, the Yang–Mills connections, are the non-abelian generalization of solutions of Maxwell's equations, and in four dimensions the most important among them are the self-dual and anti-self-dual connections (instantons), whose moduli spaces underlie Donaldson theory of smooth four-manifolds. A basic and frequently used fact, recorded as Proposition 3.1.1 in K. Uhlenbeck's lectures Equations of Gauge Theory (notes by L. Fredrickson, Temple University, 2012), is that instantons are not merely critical points: within a fixed topological class and with fixed boundary data they are absolute minimizers of the Yang–Mills energy. The same "energy identity" argument is the template the notes later apply to the Kapustin–Witten equations (Proposition 3.1.5).
Timeline of the ideas involved: Yang and Mills introduce the equations (1954); Belavin, Polyakov, Schwartz and Tyupkin observe the topological lower bound on the energy and its saturation by self-dual fields (1975); Atiyah, Hitchin and Singer study the deformation theory of instantons (1977–78); Donaldson uses the instanton moduli space in four-manifold topology (1983).
Setting
Work on the trivial principal SU(n)-bundle over a closed box Ω=[a,b]=∏μ=03[aμ,bμ]⊂R4 with the Euclidean metric. A connection is DA=d+A with A=∑μAμdxμ, where each Aμ is a smooth map into the Lie algebra su(n) of traceless skew-Hermitian n×n complex matrices. Its curvature is the su(n)-valued two-form FA=dA+A∧A with coefficients
(FA)μν=∂μAν−∂νAμ+[Aμ,Aν].
The Hodge star on two-forms is (⋆F)μν=21∑ρ,σεμνρσFρσ, with ε the Levi-Civita symbol. A two-form is self-dual if ⋆F=F and anti-self-dual if ⋆F=−F. The pointwise norm is ∣F∣2=∑μ<νRetr(FμνFμν∗), and the Yang–Mills functional on Ω is
YmΩ(A)=∫Ω∣FA∣2dvol.
The Chern–Weil densitytr(F∧F) is the coefficient 41∑εμνρσtr(FμνFρσ) of dx0∧dx1∧dx2∧dx3, and the Chern–Simons three-form is CS(A)=tr(A∧dA+32A∧A∧A), with flux components Kμ=∑εμνρσtr(Aν∂ρAσ+32AνAρAσ).
Formalization targets
Goal (Proposition 3.1.1, box version)
If A and B are smooth SU(n)-connections on Ω that agree on ∂Ω, and FA is self-dual on all of Ω or anti-self-dual on all of Ω, then
YmΩ(A)≤YmΩ(B).
Milestones
Lemma 3.1.2. For an su(n)-valued two-form F: ∣F±⋆F∣2=2∣F∣2∓2tr(F∧F).
Fact 3.1.3, local form.tr(FA∧FA)=∑μ∂μKμ, i.e. tr(FA∧FA)=dCS(A).
Fact 3.1.3, box form.∫Ωtr(FA∧FA)=∫∂ΩCS(A) (the topological term vanishes for the trivial bundle).
Energy bound (proof of Proposition 3.1.1).YmΩ(A)≥∓∫∂ΩCS(A).
Equality case (proof of Proposition 3.1.1). On a non-degenerate box, YmΩ(A)=−∫∂ΩCS(A) iff FA is self-dual on Ω, and YmΩ(A)=∫∂ΩCS(A) iff FA is anti-self-dual on Ω.
Significance
The energy identity turns a second-order variational problem into a first-order one: any connection satisfying the first-order self-duality equation is automatically a Yang–Mills connection, and in fact a global minimizer in its class. This is the reason instanton moduli spaces are the natural objects of four-dimensional gauge theory, and it is the model for the corresponding minimization statements for the Kapustin–Witten equations treated later in the same notes. The result is classical and its proof is known; the remaining work is formal: a machine-checked development of the curvature, Hodge star, Chern–Simons transgression and the boundary integration on boxes, none of which are currently packaged in this form in Mathlib.
Difficulty
The algebraic identity of Lemma 3.1.2 is a finite computation. The substantive step is the transgression formula tr(FA∧FA)=dCS(A), a cancellation between derivative terms and cubic terms that depends on cyclicity of the trace and on the antisymmetry of ε, followed by Stokes' theorem on the box with correct face orientations. The naive approach of comparing ∣FA∣2 and ∣FB∣2 pointwise fails: the two connections agree only on the boundary, and only the integrated topological term is boundary-determined.
Formalization scope
The general setting of the notes (a G-bundle over a compact oriented Riemannian four-manifold with boundary, topological class c2(P)=k) is replaced by the trivial SU(n)-bundle over a closed axis-parallel box in Euclidean R4, so the topological term 8π2c2(P) is zero. Connections are smooth on all of R4 (equivalently, smooth up to the boundary of the box) and every coefficient takes values in su(n). Two-forms are stored as antisymmetric 4×4 families of matrices; partial derivatives are taken entrywise; integrals are Lebesgue integrals over the box and over its faces. "Fixed boundary data" means A=B at every point of ∂Ω. Self-duality is ⋆F=F, matching F=⋆F in Section 2.2 of the notes.
Two sign/normalization corrections relative to the printed notes are made deliberately: Lemma 3.1.2 is stated with the sign obtained in its own proof on p. 32 (∓ rather than the printed ±, because B∗=−B on su(n)), and the Chern–Simons form uses the standard coefficient 32 in tr(A∧dA+32A3), i.e. tr(A∧FA)−31tr(A3), for which dCS=tr(F∧F) holds, instead of the printed 61.
A trivializing formalization would make the boundary condition or the self-duality hypothesis unsatisfiable; here the zero connection is self-dual and satisfies every hypothesis, and the statements are not vacuous.
Reusable infrastructure: Levi-Civita symbol and Hodge star on Λ2R4 with matrix coefficients, curvature of matrix-valued connections, the Chern–Simons transgression, and Stokes' theorem for flux forms on boxes (Mathlib's divergence theorem on boxes is the natural tool). Contributions to any milestone are welcome.
Selected references
K. Uhlenbeck, Equations of Gauge Theory, notes by L. Fredrickson, Emil Grosswald Lectures, Temple University, 2012 (the source of all statements; Section 3.1, pp. 29–32).
C. N. Yang, R. L. Mills, Conservation of isotopic spin and isotopic gauge invariance, Phys. Rev. 96 (1954), 191–195. https://doi.org/10.1103/PhysRev.96.191
A. A. Belavin, A. M. Polyakov, A. S. Schwartz, Yu. S. Tyupkin, Pseudoparticle solutions of the Yang–Mills equations, Phys. Lett. B 59 (1975), 85–87. https://doi.org/10.1016/0370-2693(75)90163-X
S. K. Donaldson, An application of gauge theory to four-dimensional topology, J. Differential Geom. 18 (1983), 279–315. https://doi.org/10.4310/jdg/1214437665
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Second Law of Thermodynamics (Wikipedia) I: Carnot's Theorem and the Thermodynamic Temperature ScaleTextbook
Motivation
The second law of thermodynamics is a physical law based on universal empirical observation concerning heat and energy interconversions. Two of its classical statements are impossibility statements about machines. Rudolf Clausius (1854): "Heat can never pass from a colder to a warmer body without some other change, connected therewith, occurring at the same time." Lord Kelvin: "It is impossible for any system to operate in a thermodynamic cycle and deliver a net amount of energy by work to its surroundings while receiving energy by heat transfer from a single thermal reservoir." The Wikipedia article Second law of thermodynamics records that these two have been shown to be equivalent.
The law is not only prohibitive. Sadi Carnot's analysis of heat engines (1824) yields an upper bound on the efficiency of any engine running between two heat reservoirs, attained by reversible engines and strictly missed by irreversible ones, and — crucially — the same for all reversible engines whatever the working substance. That substance-independence is what makes a thermodynamic temperature possible: as the article puts it, "The second law allows a distinguished temperature scale, which defines an absolute, thermodynamic temperature, independent of the properties of any particular reference thermometric body."
This mission formalizes that chain: from the two impossibility statements, through Carnot's theorem, to the existence and uniqueness of the absolute temperature scale normalized by the Kelvin convention at the triple point of water.
Setting
A cyclically operating device is recorded by the heat it exchanges with thermal reservoirs over one complete cycle. Reservoirs are labelled by empirical temperature, an element of a linearly ordered type Θ (s<t: the reservoir at s is colder). A cycle is a finitely supported function c:Θ→R, where c(t) is the net heat absorbed by the device from the reservoir at t (negative if rejected). Because the device returns to its initial state, the first law makes the net work delivered equal to the total heat absorbed:
W(c)=t∑c(t).
The cycles that can actually be realized form a set C, assumed to be a convex cone: the null cycle is realizable; two realizable devices can be run side by side, their heat exchanges adding; and a realizable device can be scaled by any factor r≥0. A cycle is reversible when c∈C and −c∈C, and operates betweenh and k when it exchanges heat with no other reservoir. A Carnot engine between a hot h and a cold k is a reversible cycle operating between them with c(h)>0, c(k)<0 and W(c)>0. The efficiency relative to the hot reservoir is η=W(c)/c(h).
In this language:
Clausius statement. For k<h: every realizable cycle operating between h and k with W(c)=0 satisfies c(k)≤0.
Kelvin statement. Every realizable cycle exchanging heat with a single reservoir satisfies W(c)≤0.
Cadmits Carnot engines when a Carnot engine exists between every pair of reservoirs at different temperatures.
Formalization targets
Goal: the thermodynamic temperature scale
Assume C is a convex cone satisfying the Clausius statement and admitting Carnot engines, and fix a reference reservoir T0. Then there is exactly one T:Θ→R with
T>0,T(T0)=273.16,∣e(h)∣∣e(k)∣=T(h)T(k)for every Carnot engine e between k<h.
The content is that the left-hand ratio, a property of an engine, depends on the engine only through its two reservoirs, and does so as a ratio of numbers attached to the reservoirs. The normalization 273.16 at T0 is the Kelvin convention; as the article notes, "any reference temperature and any positive numerical value could be used".
The two impossibility statements
Clausius(C)⟺Kelvin(C)
for a convex cone admitting Carnot engines over at least two reservoir temperatures.
Carnot's theorem
For k<h and a Carnot engine e between them, every realizable engine c between the same two reservoirs satisfies η(c)≤η(e), with strict inequality when c is irreversible (−c∈/C); and any two Carnot engines between h and k have equal efficiency.
Significance
The goal makes explicit which features of the realizable processes are used when a textbook defines absolute temperature. The three hypotheses — convex cone, Clausius statement, existence of Carnot engines — are exactly what the derivation needs; the working substance, the equation of state, and the mechanism of a device never appear. Uniqueness is the part that is usually left implicit: the Kelvin normalization at one reservoir pins the scale completely.
The milestones follow the article's own order: equation (1) for the efficiency of an arbitrary engine; the equivalence of the Clausius and Kelvin statements; the three clauses of Carnot's theorem; the composition law f(T1,T3)=f(T1,T2)f(T2,T3) for the reversible heat ratio across an intermediate reservoir; the conversion of that law into a scale; and the resulting Carnot efficiency η=1−TC/TH.
Difficulty
The mathematics is elementary — convex cones in a space of finitely supported real functions, and one functional equation — but the bookkeeping is where faithfulness is won or lost. Carnot's theorem is proved by scaling a candidate engine against a reversed Carnot engine so that the composite does no net work, which makes the Clausius statement applicable; the equality case has to identify the candidate as a positive multiple of the Carnot engine before concluding that it is reversible. The composition law requires the intermediate reservoir to be exactly balanced, so that the composite is again a two-reservoir engine — the article's remark that "the heat q2 flown from the engine 2 to the intermediate reservoir must be equal to the heat q2∗ flown out from the reservoir to the engine 3". The functional equation must be solved without assuming the reference reservoir is the hottest or the coldest, so the scale is defined by f(T0,⋅) below T0 and by 1/f(⋅,T0) above it, and the composition law is applied in four different orderings.
Formalization scope
Reservoir temperatures form an arbitrary linearly ordered type; the order is the empirical hotter/colder relation and nothing else is assumed of it.
Heat is positive into the device. Work is the sum of the heats, which is the first law for a cycle; the first law is therefore built into the model rather than stated.
A device is recorded only by its heat exchanges. Working substance, the states traversed, quasi-staticity and the internal construction do not appear; "reversible" means exactly that the reversed heat exchange pattern is also realizable.
The Clausius statement is formalized for a cycle with zero net work exchanging heat with exactly two reservoirs: that is the article's "without some other change, connected therewith, occurring at the same time".
Out of scope for this mission: the Clausius inequality ∮δQ/Tsurr≤0, the definition of entropy as a state function, Carathéodory's and Planck's formulations, the statistical-mechanical derivations, and the Clausius–Duhem inequality for continua.
Einstein Field Equations I: Local Energy–Momentum Conservation in D DimensionsTextbook
Motivation
The Einstein field equations (EFE) are the field equations of general relativity. They relate the curvature of spacetime, encoded in the metric gμν, to its matter–energy content, encoded in the stress–energy tensor Tμν:
Gμν+Λgμν=κTμν,κ=c48πG.
They were published by Einstein in 1915. A structural requirement on any such equation is that it be compatible with the local conservation of energy and momentum, ∇βTαβ=0. For the EFE this compatibility is automatic: the left-hand side is identically divergence-free by the contracted Bianchi identity, so the field equations force conservation of the right-hand side. This mission formalizes that implication together with the standard algebraic reformulations of the equations, following the Wikipedia article Einstein field equations (revision 1374672993).
Setting
Everything is written in one coordinate chart. A point is x∈RD, where D is the spacetime dimension (not fixed to 4). A 2-tensor field is a matrix-valued function x↦Tab(x). A metric on an open set U is a 2-tensor field g whose components are C∞ on U and which is symmetric and nondegenerate at each point of U; gab denotes the inverse matrix. Partial derivatives ∂a are coordinate (Fréchet) derivatives. Using the Misner–Thorne–Wheeler (+++) convention adopted by the source:
Ricci tensorRμν=Rαμαν, scalar curvatureR=gμνRμν, Einstein tensorGμν=Rμν−21Rgμν;
covariant derivative∇λTμν=∂λTμν−ΓλμσTσν−ΓλνσTμσ and divergence(divT)μ=gνλ∇λTμν, the index-lowered form of ∇νTμν;
the field equations on U: Gμν(x)+Λgμν(x)=κTμν(x) for all x∈U.
Formalization targets
Goal: local energy–momentum conservation
For a smooth nondegenerate symmetric metric g on an open U⊆RD, constants G,c>0, κ=8πG/c4, any Λ, and any T such that the field equations hold on U:
gβλ∇λTαβ=0on U.
Milestones
Symmetry of the Einstein tensor, Gμν=Gνμ.
Metric compatibility, ∇λgμν=0.
The differential Bianchi identity Rμα[βγ;ε]=0.
The contracted Bianchi identity, Gαβ;β=0.
The trace of the EFE, R−2DR+DΛ=κT.
Equivalence with the trace-reversed form Rμν−D−22Λgμν=κ(Tμν−D−21Tgμν) for D=2.
The vacuum equations Rμν=Λgμν/(2D−1) when T=0, D=2.
The cosmological term as vacuum stress–energy Tμν(vac)=−κΛgμν, with ρvac=−pvac=Λ/κ.
Minkowski space diag(−1,1,1,1) is a vacuum solution.
Significance
Conservation of Tμν is a consistency condition that any relativistic field equation for gravity has to satisfy; it is also the starting point for deriving the motion of matter (for dust, the geodesic equation) from the field equations alone. The trace-reversed and vacuum forms are the ones used in practice to study vacuum solutions such as Schwarzschild and Kerr, and Einstein manifolds in geometry.
All of these results are classical and fully proved in the literature. What is not yet available is a machine-checked development of the Levi-Civita curvature calculus in coordinates suitable for these statements: Mathlib currently has no Riemann or Ricci tensor of a pseudo-Riemannian metric. The mission produces that layer and the proofs on top of it.
Difficulty
The algebraic milestones (trace, trace reversal, vacuum form, vacuum energy) only need matrix algebra and the symmetry of g; without symmetry the identity gμνgμν=D fails, so symmetry is essential. The analytic core is the contracted Bianchi identity: it needs the symmetry of mixed second and third partial derivatives (Schwarz's theorem on an open set), derivatives of the matrix inverse g−1, and lengthy index bookkeeping with sums over FinD. Since all objects are total functions, every derivative step must be justified by differentiability on the open set U, not taken for granted.
Formalization scope
Coordinates: RD is represented as Fin D → ℝ; tensors are Matrix (Fin D) (Fin D) ℝ-valued functions; no manifold structure. D is arbitrary, and no Lorentzian signature is imposed (the results hold for any nondegenerate symmetric metric, which includes the Lorentzian case).
Regularity: the metric components are C∞ on the open set U; T carries no assumptions, as the field equations determine it on U.
Total-function conventions: the inverse of a singular matrix is 0 and the derivative of a non-differentiable function is 0; nondegeneracy on U and openness of U make these junk values irrelevant at points of U.
Divergence is taken on the second index; for symmetric tensors such as G this is the same as the first.
Not formalized: the Newtonian limit (it rests on approximations), the Einstein–Maxwell system, and the polynomial form.
Harlow TASI 2017: Entanglement Wedge Reconstruction, Quantum RT and JLMS are EquivalentResearch Paper
Motivation
In the AdS/CFT correspondence a quantum theory of gravity in an asymptotically anti-de Sitter spacetime is equivalent to a conformal field theory on its boundary. A central question is how local bulk physics is encoded in the boundary theory, and in particular which bulk region is described by a given boundary subregion R. Harlow's TASI 2017 lectures (arXiv:1802.01040) review the answer that emerged from quantum error correction: the boundary Hilbert space is a code, bulk effective field theory lives in a code subspace, and the boundary subregion R can reconstruct every bulk operator in its entanglement wedge. The lectures state as their main technical target the theorem that this entanglement wedge reconstruction, the quantum Ryu–Takayanagi (RT) formula with a central area operator, and the JLMS formula (equality of boundary and bulk relative entropies) are mathematically equivalent. All of these statements are finite-dimensional linear algebra, which makes them formalizable now.
Timeline. Almheiri, Dong and Harlow proposed the quantum-error-correction interpretation of AdS/CFT in 2014 (arXiv:1411.7041). Jafferis, Lewkowycz, Maldacena and Suh derived the JLMS relation in 2015 (arXiv:1512.06431), and Dong, Harlow and Wall established the implications between JLMS and reconstruction for factors in 2016 (arXiv:1601.05416). Harlow proved the general three-way equivalence for arbitrary finite-dimensional von Neumann algebras in 2016 (arXiv:1607.03901, Comm. Math. Phys. 2017). The TASI lectures (2017, published 2018) present this theorem as Theorem 5.2.
Setting
All Hilbert spaces are finite-dimensional. The boundary space factorizes as H=HR⊗HR. A code subspaceHcode⊆H is described by an isometry V whose columns ∣i~⟩ are an orthonormal basis of Hcode. An operator OR on HRrepresents a logical operator O~ if OR∣ψ~⟩=O~∣ψ~⟩ and OR†∣ψ~⟩=O~†∣ψ~⟩ for every code state.
A von Neumann algebraM on Hcode is a set of operators closed under sums, products and adjoints and containing all multiples of the identity; M′ is its commutant and ZM=M∩M′ its center. Every such M is block diagonal, Hcode=⨁αHrα⊗Hrα with M=⨁αL(Hrα)⊗Irα. For a state ρ~ with diagonal blocks pαρ~rαrα, the algebraic entropy is S(ρ~,M)=−∑αpαlogpα+∑αpαS(ρ~rα), and the algebraic relative entropyS(ρ~∣σ~,M) is defined analogously (eqs. (5.16), (5.18)).
For Hcode⊆HR⊗HR and a von Neumann algebra M on Hcode, the following are equivalent:
(1) every O~∈M is represented on R and every O~′∈M′ on R;(2) ∃LR∈ZM:S(ρ~R)=Tr(ρ~LR)+S(ρ~,M),S(ρ~R)=Tr(ρ~LR)+S(ρ~,M′)∀ρ~;(3) S(ρ~R∣σ~R)=S(ρ~∣σ~,M),S(ρ~R∣σ~R)=S(ρ~∣σ~,M′)∀ρ~,σ~.
Milestones
Theorem 4.1: four equivalent characterizations of a correctable erasure of R (operator reconstruction on R; PXRP=λP; decoupling of a reference system from R; the explicit encoding ∣i~⟩=UR(∣i⟩R1∣χ⟩R2R)).
Eq. (4.25): the quantum Singleton bound m≥2n+k for codes whose accessibility depends only on the number of qudits.
Theorem 5.1: every von Neumann algebra on a finite-dimensional Hilbert space is a block-diagonal direct sum of factors, with the matching descriptions of M′ and ZM.
Significance
Theorem 5.2 turns three separately motivated features of holography into a single mathematical statement. Since the RT formula is independently derived from the gravitational path integral, the theorem implies subregion duality in the entanglement wedge; it also shows that a non-trivial area operator requires an algebra with non-trivial center. Theorem 4.1 is the subsystem-code special case, and Theorem 5.1 is the structure result that gives the algebraic entropies their meaning.
The results are proved in the literature (Harlow 2017 for Theorem 5.2; Theorems 4.1 and 5.1 are standard), but the lectures state Theorem 5.2 without proof, and none of these statements has a machine-checked proof that this mission is aware of. The mission produces formal statements and, eventually, formal proofs of the finite-dimensional structure theory of operator-algebra quantum error correction.
Difficulty
The three conditions live at different levels: (1) is a statement about operators, (2) about von Neumann entropies of single states, and (3) about relative entropies of pairs of states. Passing between them requires control of the full block structure of M relative to the bipartition RR, not only of a single factor, and the classical term ∑αpαlog(pα/qα) of (5.18) couples different blocks, so the general case does not reduce to the factor case treated earlier in the literature. Relative entropies can be infinite (when supports are not nested), so the equalities in (3) are equalities of extended reals and every argument must remain valid at +∞.
Formalization scope
Hilbert spaces are coordinate spaces Cι for finite index types, operators are complex matrices, tensor products are Kronecker products, and Hcode is the image of an isometry V (an operator OR acts on code states as OR⊗IR applied to V). States are density matrices (positive semidefinite, trace one). Von Neumann entropy and relative entropy are defined from eigen-decompositions; relative entropy takes values in the extended reals. A von Neumann algebra is a ∗-subalgebra of matrices; the algebraic entropies are computed in a block decomposition U of M, which every statement takes as an arbitrary decomposition realizing M (the value does not depend on the choice). The RT identity is stated as an equality of complex numbers. Theorem 4.1 assumes a nonzero code subspace; the Singleton bound assumes d≥2 and k≥1; both conditions are implicit in the lectures and are needed for the statements to be true.
A trivializing reading is excluded: the hypotheses of every statement are satisfiable, and the goal is a full equivalence of three non-trivial conditions rather than any single implication.
Useful reusable infrastructure: partial traces and their interaction with Kronecker products, entropies of block-diagonal states, relative entropy (Klein's inequality and its equality case), and the structure theory of finite-dimensional ∗-algebras of matrices. Contributions of proofs of the individual implications (1)⇒(2), (2)⇒(3), (3)⇒(1) as sketches are welcome.
D. Harlow, The Ryu–Takayanagi Formula from Quantum Error Correction, Comm. Math. Phys. 354 (2017) 865–912. https://arxiv.org/abs/1607.03901
A. Almheiri, X. Dong, D. Harlow, Bulk Locality and Quantum Error Correction in AdS/CFT, JHEP 04 (2015) 163. https://arxiv.org/abs/1411.7041
D. Jafferis, A. Lewkowycz, J. Maldacena, S. J. Suh, Relative entropy equals bulk relative entropy, JHEP 06 (2016) 004. https://arxiv.org/abs/1512.06431
X. Dong, D. Harlow, A. C. Wall, Reconstruction of Bulk Operators within the Entanglement Wedge in Gauge-Gravity Duality, Phys. Rev. Lett. 117 (2016) 021601. https://arxiv.org/abs/1601.05416
The electroweak interaction is the unified description of electromagnetism and the weak nuclear force in the Standard Model of particle physics. Glashow, Salam and Weinberg shared the 1979 Nobel Prize in Physics for this unification, and its central predictions — neutral weak currents (Gargamelle, 1973) and the massive W± and Z0 bosons (UA1/UA2, 1983) — have been confirmed experimentally. The algebraic core of the theory is short: an SU(2)×U(1) gauge theory whose symmetry is broken by the vacuum value of a Higgs doublet, after which the neutral gauge fields are rotated by the weak mixing angleθW into the photon and the Z0, and the masses satisfy mZ=mW/cosθW.
This mission formalizes those tree-level algebraic facts as they are stated in the Wikipedia article Electroweak interaction (revision 1360331872), sections Formulation and Lagrangian.
Timeline (as recounted in the article). After the Wu experiment (1956) exposed parity violation, Glashow combined a chiral and an achiral symmetry and predicted a Z boson; Salam and Ward (1964) proposed a massless photon and three massive gauge bosons with manually broken symmetry; Weinberg (1967) used spontaneous symmetry breaking (Englert–Brout, Higgs, Guralnik–Hagen–Kibble, 1964) and predicted rough W and Z masses; 't Hooft (1971) proved that spontaneously broken gauge theories are renormalizable. Neutral currents were observed in 1973 and the W, Z in 1983.
Setting
Fix the weak isospin couplingg>0 and the weak hypercharge couplingg′>0. The gauge fields at a spacetime point, for one Lorentz component, are real numbers W1,W2,W3 (weak isospin) and B (weak hypercharge).
Weak mixing angle.θW=arctan(g′/g), the angle of the right triangle with legs g, g′ and hypotenuse g2+g′2 (the figure Weinberg's weak mixing angle in the article). The electromagnetic coupling is the altitude of that triangle, e=gg′/g2+g′2.
Physical neutral fields.γ=cosθB+sinθW3 and Z0=−sinθB+cosθW3.
Charged fields.W±=(W1∓iW2)/2.
Higgs sector. The Higgs field is a complex doublet h∈C2 with ∣h∣2=∣h1∣2+∣h2∣2 and potential V(h)=λ(∣h∣2−v2/2)2. Its vacuum is h0=(0,v/2).
Covariant derivative.Dμ=∂μ−i2g′YBμ−i2gσjWμj with σj the Pauli matrices. On the constant vacuum the derivative term vanishes, so ∣Dμh0∣2=∣Mh0∣2 with M=2g′YB1+2g(W1σ1+W2σ2+W3σ3) and Y=1 for the Higgs.
Charge.Q=T3+21Y.
Masses.mW=gv/2 and mZ=g2+g′2v/2.
Formalization targets
Goal: the gauge boson mass terms
For all real v,W1,W2,W3,B,
∣Mh0∣2=mW2W+W−+21mZ2(Z0)2,
which is the mass part mW2Wμ+W−μ+21mZ2ZμZμ of LK in the article. The photon field γ does not appear: it stays massless.
Milestones
The Weinberg triangle: cosθW=g/g2+g′2, sinθW=g′/g2+g′2.
e=gsinθW=g′cosθW.
(γ,Z0) is a rotation of (B,W3): it can be inverted and γ2+(Z0)2=B2+W32.
h0 minimizes the Higgs potential, and the zero set of V is the sphere ∣h∣2=v2/2.
Q=T3+21Y annihilates h0, and (for v=0) it is the only combination aT3+bY/2, up to scale, that does.
The neutral-current coupling: gT3W3+g′2YB=eQγ+cosθWg(T3−sin2θWQ)Z0.
Significance
These identities are the content behind the article's statements that "the axes ... have been rotated by the angle θW", that mZ=mW/cosθW, that e=gsinθW=g′cosθW, and that U(1)em is unbroken because it does not couple to the Higgs. The formal library produced here (Pauli matrices, the Higgs doublet, the mixing rotation, the mass formulas) can be reused by later missions on the full electroweak Lagrangian, on the Yukawa sector, or on the custodial relation ρ=mW2/(mZ2cos2θW)=1.
All statements are classical tree-level results. None is open; the work is to formalize them.
Difficulty
The mathematics is finite-dimensional linear algebra and trigonometry. The main pitfalls are conventions: the factor 21 in front of the Pauli matrices, the hypercharge normalization Q=T3+Y/2 (so the Higgs has Y=1), and the sign conventions in the rotation matrix. The goal also requires handling complex doublets, 2 factors and the inverse trigonometric definition of θW at the same time.
Formalization scope
All fields are real numbers at one spacetime point and for one Lorentz component; the Lorentz contraction and the kinetic (derivative) terms are not modeled. The Higgs doublet is a function Fin 2 → ℂ, and its squared norm is written out as ∣h1∣2+∣h2∣2 (not the sup norm of the product type). The Pauli matrices are defined explicitly. The angle is θW=arctan(g′/g); with g>0 this agrees with the triangle. The standing convention g,g′>0 is a hypothesis wherever θW appears. The goal is stated as an equation in C so that the product W+W− appears exactly as in LK.
All declarations live in the namespace ElectroweakWiki.
Wheeler–DeWitt Equation: Superspace, Semiclassical Limit and Lattice Constraint AlgebraResearch Paper
Motivation
The Wheeler–DeWitt equation is the quantum version of the Hamiltonian constraint of general relativity. In the canonical formulation, a spacetime is described by the evolution of the metric hab of a spatial slice, and Einstein's equations include a constraint: the Hamiltonian density vanishes at every point of space. Quantizing this constraint, as DeWitt did (Phys. Rev. 160, 1967), gives a second-order functional differential equation for a wavefunctional Ψ[h] with no external time parameter.
Three structural facts make the equation distinctive:
its kinetic term is built from an indefinite metric on the space of metrics, the DeWitt supermetric, so the equation is hyperbolic;
the timelike direction of that supermetric is the local volume, which serves as an intrinsic time;
in the limit ℏ→0, a WKB ansatz turns the equation into the Einstein–Hamilton–Jacobi equation, recovering classical general relativity.
A fourth issue is not settled: consistency. In the continuum, the Poisson bracket of two Hamiltonian constraints is a combination of the momentum constraints, so imposing all constraints is consistent (Dirac's first-class condition). Any regularization of the quantum equation, a lattice for instance, must reproduce this. Generic lattice discretizations do not: the constraints become second class (Bander 1987; Dittrich 2008; Bahr–Dittrich 2009). Whether, and with which anomaly, the Hamiltonian-constraint commutators close as the lattice is refined was singled out as an open question by Loll (Living Rev. Rel. 1998, §2.12).
The first three facts are the standard entry points of quantum geometrodynamics, as reviewed by Kiefer (arXiv 0812.0295): Section 2 for the constraints and their quantization, eqs. (3)–(8), and Section 3 for the Hamilton–Jacobi equation, eq. (10), and the semiclassical approximation, eq. (11).
Setting
A spatial metric at a point is a symmetric positive-definite 3×3 matrix h=(hab). Write h=deth. The DeWitt supermetric is
Gabcd(h)=2hhachbd+hadhbc−habhcd.
It is a quadratic form G(p,p)=Gabcdpabpcd on symmetric momenta. Its inverse Gabcd=21h(hachbd+hadhbc−2habhcd) acts on velocities.
Space is represented by a finite set X of sites; this is a lattice regularization. A configuration assigns to each site x a matrix h(x). All nine entries are coordinates, so configuration space is R9∣X∣, and physical configurations are those that are symmetric and positive definite at every site. A wavefunction is a function Ψ from configurations to C. The functional derivative δ/δhab(x) is the partial derivative ∂ab(x) with respect to the coordinate hab(x), with the cell volume normalized to one.
The Wheeler–DeWitt operator at site x, with gravitational coupling κ, cosmological constant Λ, and a supplied potential R(h,x) playing the role of the spatial scalar curvature, is
Write Vz(h)=−2κh(z)(R(h,z)−2Λ) for the potential at site z. On the classical phase space of pairs (h,p), with pab(z) conjugate to hab(z), the lattice constraints are
Hz(h,p)=2κGabcd(h(z))pab(z)pcd(z)+Vz(h),
with the canonical Poisson bracket. They are first class if each bracket {Hx,Hy} vanishes wherever all constraints vanish.
The supermetric stands to the left of both derivatives (Kiefer, eq. (7), vacuum case; the coupling is κ=8πG, so 2κ=16πG as in Kiefer's eq. (10)). The kinetic term involves only derivatives at the same site, as in the continuum; it is ultralocal. The potential may couple neighbouring sites.
Formalization targets
Milestones: geometry of the supermetric
Signature.G(p,p)>0 for every nonzero symmetric p with tr(hp)=0, and G(h−1,h−1)<0.
Inverse.GabcdGcdefpef=pab for symmetric p.
Intrinsic time. With h=sh^, deth^=1 and τ=32/3s3/4, the velocity form of the supermetric is −dτ2+323τ2tr((h^−1dh^)2).
The ℏ-independent part is the Einstein–Hamilton–Jacobi functional of Kiefer's eq. (10), Hamiltonian part, with S the eikonal of the WKB form (11) (amplitude C=1). This is the weakest statement exhibiting the classical limit, and it holds for every potential.
If every Vz depends only on h(z), then {Hx,Hy}=0 identically.
Goal: lattice constraints are second class
If the symmetric part of ∂Vy/∂hab(x) is nonzero at a physical h, for some x=y, then there is a point of the constraint surface over h at which {Hx,Hy}=0.
Every finite-difference curvature couples neighbouring sites, so the goal applies to every such discretization. It is the weakest statement that the discretized constraint algebra is inconsistent, and it holds uniformly in the discretization.
Stronger targets
The limit form ℏ→0, as a Tendsto statement.
The same results with the Laplace–Beltrami ordering of the kinetic term on the six-dimensional fibre of symmetric matrices, and an explicit formula for the difference between the two orderings.
A potential realized as the scalar curvature of a smooth metric field on a coordinate patch, computed from Christoffel symbols, with its scaling law R[sh]=R[h]/s for constant s>0.
The momentum constraints (Kiefer, eq. (8)).
Open as far as the drafter could determine. Fix a cubic lattice of spacing ε and a standard finite-difference scalar curvature. Determine the limit ε→0 of the suitably rescaled commutator [Hx,Hy], and decide whether it reproduces the continuum Dirac algebra {H(x),H(y)}=(habHb(x)+habHb(y))∂aδ(x,y) or leaves an anomaly. Give the anomaly explicitly if there is one. This is the metric-variable analogue of the question Loll raised.
Significance
The signature theorem is the mathematical content behind two physical facts: the hyperbolic character of the Wheeler–DeWitt equation, and the instability of the conformal mode (the "conformal factor problem" of Euclidean quantum gravity). DeWitt's cone form identifies the local volume as an intrinsic clock. On this rests the reading of the equation as a wave equation in superspace, with τ as time. The conformal-sector reduction shows explicitly how the timelike direction appears in the operator, with the sign opposite to the traceless modes. The WKB identity is the precise sense in which the quantum constraint contains classical general relativity: its leading order is the Hamilton–Jacobi form of the Einstein constraint (Peres 1962; Kiefer, eq. (10)), and its next order is the one used in derivations of the Schrödinger equation from quantum gravity.
All of these are classical computations. The drafter knows of no machine-checked version. A formalization fixes conventions that the literature handles loosely:
the normalization of Gabcd;
the treatment of symmetric versus independent metric components;
the ordering of operators.
It does so with genuine derivatives in place of formal symbols.
The constraint-algebra part turns a phenomenon described qualitatively in the literature into a theorem with exact hypotheses. Lattice constraints are second class as soon as curvature couples sites, and the quantum commutator is given in closed form. It also isolates precisely what a consistent discretization would have to cancel. The continuum-limit target addresses an open question in canonical quantum gravity.
Difficulty
The supermetric statements are finite-dimensional, but none is a single computation. The signature requires a positivity argument for tr((h1/2ph1/2)2) on an h-traceless subspace. The cone form requires separating the trace part of a velocity in a non-orthonormal frame.
The analytic targets require second derivatives of compositions through the determinant and the matrix inverse. The derivative of det at h in the direction of a single entry is deth(h−1)ba, and the derivative of h−1 produces terms like h−1Eabh−1; a sign or index slip changes the constant 7. Treating the nine entries as independent coordinates, rather than the six symmetric ones, changes the numerical coefficients; the conventions below fix this.
For the constraint algebra, the quantum commutator involves up to fourth derivatives of Ψ, which cancel only by the symmetry of mixed partials. The classical goal needs a point on the constraint surface where the bracket is nonzero. Each constraint fixes the value of an indefinite quadratic form in the momenta, and the bracket is linear in them, so the proof must use the Lorentzian signature to show that the bracket is not constant on that quadric.
A naive formalization that replaces ∂ab by an abstract linear map reduces every target to ring arithmetic, and is ruled out by the definitions.
Formalization scope
Definitions (module Def_WheelerDeWittSuperspace):
metric components as Fin 3 → Fin 3 → ℝ, so that configuration space X → Fin 3 → Fin 3 → ℝ with X a Fintype is a normed space;
matrices via Matrix.of;
∂ab(x) as fderiv ℝ Ψ h applied to the coordinate direction of hab(x);
h as Real.sqrt of the determinant;
the operator with the supermetric on the left.
Conventions:
all nine metric entries are independent coordinates, and statements that need symmetry assume it at the evaluation point (Matrix.PosDef includes symmetry);
lattice cell volume equal to 1;
vacuum (no matter term).
Not formalized; the potential is an interface: the potential R is supplied data on configurations and sites, and every target holds for all such R. The continuum limit of the lattice, a Hilbert-space domain for H, regularization of coincident derivatives in the continuum, and existence of solutions are outside the mission and must not be inferred from it.
Trivial cases to rule out:
the WKB milestone must hold for every C2 phase S, not only for Ψ=0 or constant S;
the goal must exhibit a point on the full constraint surface, with every Hz vanishing, not merely a point where the bracket is nonzero;
the dependence hypothesis is on the symmetric part, because antisymmetric metric directions are invisible to G.
Phase-space convention: the bracket is the canonical one on all nine components per site. The symmetric reduction changes off-diagonal normalizations but not the first-class property.
Welcome contributions: the stronger targets, a matter field with its energy density, and minisuperspace reductions (e.g. homogeneous isotropic metrics h=a2δ) derived from the operator here rather than postulated.
R. Loll, Discrete approaches to quantum gravity in four dimensions, Living Rev. Relativ. 1 (1998), 13, Section 2.12. https://arxiv.org/abs/gr-qc/9805049
R. Loll, On the diffeomorphism-commutators of lattice quantum gravity, Class. Quantum Grav. 15 (1998), 799–809. https://arxiv.org/abs/gr-qc/9708025
P. Renteln, Some results of SU(2) spinorial lattice gravity, Class. Quantum Grav. 7 (1990), 493–502.
No-Hair Conjecture: Uniqueness of Stationary Kerr–Newman Black HolesOpen Problem
Motivation
General relativity predicts that a black hole, once it has settled down after collapse, retains almost no memory of the matter that formed it. The no-hair theorem, also called the black hole uniqueness theorem, states that all stationary black-hole solutions of the Einstein–Maxwell equations are completely characterized by three externally observable parameters: mass, angular momentum and electric charge; all other information ("hair") disappears behind the event horizon. The phrase "black holes have no hair" was popularized by John Archibald Wheeler. Its observational content is tested in gravitational-wave ringdown signals and in black-hole imaging.
Despite its name, there is no rigorous proof of the general statement: mathematicians refer to it as the no-hair conjecture.
Timeline.
1967 — W. Israel proves uniqueness of the Schwarzschild metric among static vacuum black holes (Phys. Rev. 164, 1776).
1968 — Israel extends this to static electrovacuum black holes, obtaining Reissner–Nordström (Commun. Math. Phys. 8, 245).
1971 — B. Carter shows that an axisymmetric vacuum black hole has only two degrees of freedom (Phys. Rev. Lett. 26, 331); D. C. Robinson later completes uniqueness of Kerr.
1970s — S. Hawking's rigidity theorem, combined with Carter and Robinson, yields uniqueness of Kerr in vacuum under the additional hypotheses of non-degenerate horizons and real analyticity of spacetime.
2007 — extension to positive cosmological constant (Bhattacharya–Lahiri, arXiv:gr-qc/0702006).
Counterexamples are known in dimensions above four, for non-abelian Yang–Mills fields and for some non-minimally coupled scalar fields; this mission concerns only the four-dimensional Einstein–Maxwell theory with zero cosmological constant.
Setting
A spacetime is a smooth 4-manifold M with a Lorentzian metricg of signature (−,+,+,+), an electromagnetic fieldF (a 2-form) and a time orientationT. The pair (g,F) is electrovacuum if, in geometrized Gaussian units,
Gμν=2(FμαFνα−41gμνFαβFαβ),∇μFμν=0,dF=0.
The spacetime is stationary if a one-parameter group φt of isometries preserves F, and it has a stationary asymptotically flat endMext if coordinates (t,x), ∣x∣>R, cover an open set on which φt is the time translation and gμν−ημν=O(1/∣x∣), ∂g=O(1/∣x∣2), F=O(1/∣x∣2).
With I± the chronological future and past, the domain of outer communications is ⟨⟨Mext⟩⟩=I+(Mext)∩I−(Mext), the black-hole region is M∖I−(Mext) and the future event horizon is ∂I−(Mext).
The Kerr–Newman family, in Kerr–Schild coordinates, is gKN=η+fk⊗k with
with potential A=r4+a2z2er3k. For m>0, a2+e2≤m2 its domain of outer communications is {r>r+}, r+=m+m2−a2−e2.
Formalization targets
Goal: the no-hair conjecture
Under the standing hypotheses (smooth electrovacuum, stationary, asymptotically flat end, globally hyperbolic ⟨⟨Mext⟩⟩, nonempty black-hole region, connected event horizon), there are m>0, a, e with a2+e2≤m2, an angle β and a diffeomorphism Ψ with
The Kerr–Newman metric solves the Einstein–Maxwell equations where r>0.
Kerr–Newman black holes satisfy the standing hypotheses (the goal is not vacuous).
Israel 1967: static vacuum ⇒ Schwarzschild (a=e=0).
Israel 1968: static electrovacuum ⇒ Reissner–Nordström (a=0).
Carter 1971 / Robinson: axisymmetric vacuum ⇒ Kerr (e=0).
Hawking–Carter–Robinson: analytic vacuum with non-degenerate horizon ⇒ Kerr.
Frame normalization: a Lorentz boost takes a timelike 4-momentum to rest, ΛP=(−P2,0,0,0).
Frame normalization: a rotation aligns the spin, RJ=(0,0,∣J∣).
Significance
A proof of the goal would establish that the Kerr–Newman metrics exhaust the stationary, asymptotically flat electrovacuum black holes with connected horizon, which is the mathematical basis for treating astrophysical black holes as described by three numbers. It would also remove the analyticity and non-degeneracy hypotheses from the known vacuum results.
No machine-checked proof of any statement in this mission is known. Milestones 1, 7 and 8 are classical computations; milestones 3–6 are published theorems whose proofs rely on substantial Lorentzian geometry and elliptic PDE; the goal is open.
Difficulty
Uniqueness proofs reduce the problem to an elliptic boundary-value problem on the orbit space once enough symmetry is available. In the general stationary case the extra axial symmetry is not known to exist: Hawking's rigidity argument produces it only for analytic metrics, because it extends a Killing field off the horizon by analytic continuation. Without analyticity, unique continuation for the Killing equation across the horizon is the obstruction. Degenerate (extremal) horizons further break arguments that rely on a bifurcation surface.
Formalization scope
Spacetimes are Mathlib smooth manifolds modelled on EuclideanSpace ℝ (Fin 4); the metric and field are fields of continuous bilinear forms on tangent spaces, and curvature and field equations are imposed through components in every chart. Causal sets use C1 curves parametrized by [0,1]. The Kerr–Newman comparison spacetime is the region {r>r+} of Kerr–Schild coordinate space with the explicit metric. Magnetic charge is accommodated by the duality angle β.
The hypotheses are not vacuous: milestone 2 asserts that every Kerr–Newman black hole satisfies them. The connected-horizon hypothesis excludes the static multi-black-hole Majumdar–Papapetrou solutions, which would otherwise contradict the goal.
Needed infrastructure: Levi-Civita connection and curvature on manifolds, causal theory (global hyperbolicity, Cauchy surfaces), Killing fields and their flows, and the elliptic theory of harmonic maps used in uniqueness proofs. Contributions on any of these, and on milestones 1, 7 and 8, are welcome.
Loop Quantum Gravity (Rovelli 2011): Minkowski's theorem and the area gapResearch Paper
Motivation
Loop quantum gravity (LQG) is a proposal for a quantum theory of the gravitational field in which space itself is built from discrete quanta. Its kinematics rests on two mathematical facts that C. Rovelli's review Loop quantum gravity: the first 25 years (Class. Quantum Grav. 28 (2011) 153002, arXiv:1012.4707) singles out. First, the spin–geometry theorem of Penrose, in the extended form based on a theorem of Minkowski (1897): the angular-momentum vectors attached to the links around a node of a spin network, once they satisfy the closure (gauge-invariance) relation, are exactly the data of a flat polyhedron, so every quantum of space carries a geometry (§2.1). Second, the discreteness of geometric spectra: areas take values 8πγℏG∑njn(jn+1) with half-integer spins jn, with a strictly positive area gap (§2.1, §2.3, §4.3), which the review calls "the most solid result in loop gravity".
Timeline. Minkowski proved the existence and uniqueness of a convex polyhedron with prescribed face normals and areas in 1897. Penrose introduced spin networks and the spin–geometry theorem around 1971. The discreteness of area and volume in LQG was found by Rovelli and Smolin (1995), with the full area spectrum computed by Ashtekar–Lewandowski and others in 1995–1997.
Setting
Work in Euclidean three-space E3=R3 with its standard inner product ⟨⋅,⋅⟩. Given finitely many vectors u1,…,uv∈E3 and real numbers h1,…,hv, the half-space polyhedron is
P(u,h)={x∈E3:⟨ul,x⟩≤hlfor all l},
and its l-th face is Fl=P(u,h)∩{x:⟨ul,x⟩=hl}. The area of a set lying in a plane orthogonal to a nonzero vector u is its two-dimensional Lebesgue measure, computed as the measure of its orthogonal projection onto the plane u⊥. For a nonzero vector n, n^=n/∥n∥ is its direction.
On the quantum side, a node of a spin network with v links carries vectors L1,…,Lv (the left-invariant derivative operators), subject to the closure relation∑lLl=0 (eq. (6)). The review's classical content is: the Ll behave as the area-weighted normals of a polyhedron, whose face areas are ∣Ll∣ and whose volume (for v=4) is given by the triple product (eq. (10)). Spins j∈{0,21,1,23,…} label links; the quantity j(j+1) is the square root of the SU(2) Casimir. The area spectrum (eq. (26)) is the set of numbers 8πγℏG∑njn(jn+1) over finite families of spins, with γ the Barbero–Immirzi parameter, ℏ the reduced Planck constant and G Newton's constant.
Formalization targets
Goal: Minkowski's theorem in the form of the spin–geometry theorem
For nonzero n1,…,nv∈E3 with pairwise distinct directions n^l, spanning E3, and with ∑lnl=0:
∃h:P(n^,h)bounded, with nonempty interior, andarea(Fl)=∥nl∥∀l,
and any two such polyhedra are translates of each other.
Milestones (in the order of the review)
Eq. (6), closure: for a bounded polyhedron with nonempty interior and distinct unit normals ul, ∑larea(Fl)ul=0.
Eq. (10), tetrahedron volume: with face area vectors L1,L2,L3 of three faces through a vertex, V2=92∣L1⋅(L2×L3)∣.
Eq. (13), area gap:min{j(j+1):j∈{21,1,23,…}}=23.
Eq. (18), area gap in physical units: the least positive element of the area spectrum is 8πℏGγ23.
Eq. (26), discreteness: for γ,ℏ,G>0 the area spectrum has only finitely many elements below any bound.
Significance
The goal theorem is the precise mathematical content behind the statement that "the algebraic structure of the momentum operators determines the existence of a metric at each node and therefore equips each quantum of space with a geometry" (§2.1). Its necessity half (milestone 1) is the classical counterpart of the gauge-invariance constraint (6); its sufficiency and uniqueness halves are what allow LQG states to be read as quantum polyhedra and underlie the "twisted geometry" and polyhedral-volume constructions. The spectral milestones encode the review's discrete-geometry claims in the elementary, operator-free form in which they are stated in eqs. (13), (18) and (26).
All statements here are known theorems; none is open. A search of Mathlib (at the revision used to check these statements) found no theory of convex polytopes, facet areas, the Brunn–Minkowski inequality, or Minkowski's theorem for polyhedra.
Difficulty
The necessity direction (closure) is a divergence-theorem or projection argument, but requires relating the facets of an H-described polytope to its boundary. The existence direction of Minkowski's theorem is a variational argument (maximize volume subject to a linear constraint on support numbers) whose difficulty lies in showing that the optimum has all prescribed faces with positive area; uniqueness is classically deduced from the equality case of the Brunn–Minkowski (or Minkowski mixed-volume) inequality. The spectral milestones are elementary.
Formalization scope
Lean represents E3 as EuclideanSpace ℝ (Fin 3). A polyhedron is given by a finite family of normals and support numbers (halfspacePolyhedron), faces by polyhedronFace, and face area by planarArea, the Haar (Lebesgue) measure of the orthogonal projection onto the plane orthogonal to the normal, valued in [0,∞]; areas are compared as extended reals so that an infinite area cannot be confused with 0. Unit normals are obtained as n/∥n∥ (unitDir). The cross product is Mathlib's crossProduct transported to EuclideanSpace. Spins are encoded as k/2 with k∈N, and the area spectrum sums over finite multisets of spins.
The goal excludes trivializing readings: the spanning and distinct-direction hypotheses are the classical non-degeneracy conditions of Minkowski's theorem (without them the existence claim is false), and the conclusion demands a bounded polyhedron with nonempty interior, so empty or flat polyhedra do not count. The review's eq. (10) omits numerical constants; the milestone uses the exact Euclidean constant 2/9. The operator-theoretic statements of the review (spectra of area and volume operators on L2(SU(2)L/SU(2)N)) are out of scope; only their stated numerical content is formalized.
Reusable infrastructure: H-polytopes in R3, facet areas, the closure identity, and the Brunn–Minkowski equality case. Contributions of general convex-geometry lemmas are welcome.
H. Minkowski, Allgemeine Lehrsätze über die konvexen Polyeder, Nachr. Ges. Wiss. Göttingen (1897) 198–219.
E. Bianchi, P. Doná, S. Speziale, Polyhedra in loop quantum gravity, Phys. Rev. D 83 (2011) 044035. https://arxiv.org/abs/1009.3402
A. D. Alexandrov, Convex Polyhedra, Springer (2005).
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Naculich 2020: Regge colour basis of the four-gluon amplitude and the all-loop coefficient B_ℓℓResearch Paper
Motivation
At high energies (s≫−t, the Regge limit) scattering amplitudes of gauge theories simplify and organise into towers of logarithms log∣s/t∣. For the four-gluon amplitude of N=4 super-Yang–Mills theory with gauge group SU(N), the colour structure is what makes the nonplanar (subleading in 1/N) amplitude hard to control. Naculich (2020) builds a basis of colour factors Cik adapted to the Regge limit at every loop order, writes the ℓ-loop amplitude in that basis, and uses one of its coefficients, Bℓℓ(ℓ), to motivate a conjectured all-loop relation with the Regge limit of the N=8 supergravity four-graviton amplitude. The physics conjecture itself is not a mathematical statement; what is exact and checkable is the colour algebra underlying it — finite-dimensional linear algebra over polynomials in N.
Setting
Trace basis. Four-gluon colour factors are expanded in six single and double traces c[1],…,c[6] of fundamental generators (eq. (2.1)). A colour vector is a column v=(v1,…,v6) of polynomials in N, with complex coefficients.
Colour operators. The t-channel Casimir Tt2 and the crossing-odd combination Ts−u2=21(Ts2−Tu2) act on colour vectors as the explicit 6×6 matrices of eq. (4.15) (entries in Z[21][N]). The tree-level t-channel colour factor is C00=c[1]−c[3]. Crossing (exchange of legs 2 and 3) is the permutation P: c[1]↔c[3], c[4]↔c[6].
each with exactly i operators. The admissible pairs are (0,0), (1,1), (2,1),(2,2) and (i,1),(i,i−1),(i,i) for i≥3.
Extended trace basis. At ℓ loops, tλ+6k(ℓ)=Nℓ−2kc[λ] for λ=1,2,3 and Nℓ−2k−1c[λ] for λ=4,5,6, giving 3ℓ+3 elements (eq. (2.3)). The colour-ordered amplitudesAλ(ℓ) of an amplitude are its coordinates in this basis (eq. (2.4)).
Regge-basis amplitude. Eq. (4.24):
A(ℓ)=A1(0)a~ℓi=0∑ℓk∑Bik(ℓ)Nℓ−iCik.
Null vectors. Four vectors per loop order ℓ≥2 (eqs. (2.10), (2.12), extended by prepending zeros) encode the SU(N) group-theory relations among the Aλ(ℓ).
Formalization targets
Goal: the all-loop coefficient Bℓℓ(ℓ) (eqs. (4.26)–(4.27))
For every even ℓ,
A1(0)a~ℓBℓℓ(ℓ)=2⋅3ℓ/21(A3ℓ+1(ℓ)−A3ℓ+3(ℓ)),
and for ℓ=1, A1(0)a~B11(1)=−(A1(1)+A3(1)). The paper obtains the even-ℓ formula by guessing from explicit results through ℓ=9; a proof for all ℓ is not given there.
The Regge colour factors satisfy the four null-vector constraints and have no t2(ℓ) component, for all ℓ≥2.
The Regge colour factors are linearly independent, and for ℓ≥2 span all constrained Regge-limit amplitudes (the "basis" claim of Sec. 4).
Significance
The result. Eq. (4.26) is the input to the paper's analysis of the infrared behaviour of Bℓℓ(ℓ) (at most 1/ϵℓ, manifest for even ℓ because only most-subleading-colour amplitudes appear), and hence to the conjectured all-orders relation between Bℓℓ(ℓ) and the Regge limit of N=8 supergravity (Sec. 6). An all-ℓ proof replaces an extrapolation from nine loop orders by a theorem.
Formalizing it. The low-loop tables (4.16), (4.20), (4.18), (4.22) are finite computations; the goal and milestones 3, 4, 7, 8 are statements for every loop order and need genuine arguments (induction on ℓ, structure of the operators on the extended basis).
Difficulty
The coefficient Bℓℓ(ℓ) is defined through the whole (3ℓ−2)-element basis: a formula for it must vanish on every other Nℓ−iCik, including the nested commutators Ci1 and Ci,i−1 whose components grow in complexity with i. Checking the formula loop order by loop order does not give a proof; one needs to control how Tt2 and Ts−u2 act on the two most-subleading slots of the extended basis uniformly in ℓ.
Formalization scope
Colour vectors are Fin 6 → ℂ[X], with N the polynomial variable X; operators are Matrix (Fin 6) (Fin 6) ℂ[X] acting by Matrix.mulVec. Coefficients Bik and the prefactor κ=A1(0)a~ℓ are arbitrary complex numbers; B is a function ℕ × ℕ → ℂ of which only the admissible pairs matter.
Extended-basis indices λ are 1-based natural numbers, 1≤λ≤3ℓ+3; the coordinate function returns 0 outside this range. The colour-ordered amplitudes are defined as the coordinates of κ∑BikNℓ−iCik, so the goal says: whatever the coefficients, the stated combination of coordinates returns κBℓℓ. This is equivalent to the paper's reading for amplitudes lying in the span of the Regge basis (milestone 8).
The odd-ℓ formula (4.28) for ℓ>1 is not included. It agrees with the model at ℓ=3 (it is the B33 line of eq. (4.22)), but an exploratory exact-rational computation (not machine-checked) found that at ℓ=5 no linear combination of the six amplitudes A3ℓ−8,A3ℓ−6,A3ℓ−5,A3ℓ−3,A3ℓ−2,A3ℓ reproduces B55(5) in this model. Including it would risk a false milestone.
Local checks of the statements used Lean v4.28.0 with Mathlib; only standard Mathlib API (polynomials, matrices, LinearIndependent, finite sums) is used.
Welcome contributions: lemmas describing Tt2 and Ts−u2 as operators on extended-basis coordinates (shift of N-degree), and general tools for iterated commutators.
Selected references
S. G. Naculich, All-loop-orders relation between Regge limits of N=4 SYM and N=8 supergravity four-point amplitudes, arXiv:2012.00030 (2020), https://arxiv.org/abs/2012.00030.
Witten 1998: Anti de Sitter Space and Holography — the massive scalar boundary-value problemResearch Paper
Motivation
In February 1998 Witten's paper Anti de Sitter Space and Holography made precise Maldacena's proposal that large-N conformal field theories in d dimensions are described by gravity on (d+1)-dimensional anti de Sitter spaceAdSd+1. The dictionary it proposes identifies boundary values of bulk fields with sources of boundary operators, and reads correlation functions off the dependence of the bulk action on those boundary values. Its most quoted quantitative consequence is the mass–dimension relation: a scalar of mass m on AdSd+1 corresponds to a boundary operator of conformal dimension
Δ=21(d+d2+4m2),Δ(Δ−d)=m2.
Behind this physics statement sits a piece of classical analysis on hyperbolic space: the Dirichlet-type problem for the operator Δg−m2 with prescribed boundary asymptotics, solved by an explicit Poisson-type integral (Section 2 of the paper, eqs. (2.15)–(2.44)). This mission formalizes that analytic core.
Timeline. Maldacena 1997 (hep-th/9711200) conjectured the correspondence; Gubser–Klebanov–Polyakov (hep-th/9802109) and Witten (hep-th/9802150, both February 1998) proposed the precise dictionary; the Euclidean black-hole thermodynamics used in Section 3 goes back to Hawking–Page 1983.
Setting
Euclidean AdSd+1 is modelled as the upper half space{(x0,x):x0>0,x∈Rd} with the hyperbolic metric
A massive scalar of squared mass m2∈R solves Δgu=m2u (eqs. (2.34), (2.37)). The conformal dimension is Δ=21(d+d2+4m2) (eq. (2.44)), the bulk-to-boundary kernel is
and the Poisson-type integral of a boundary datum φ0 is ∫RdKΔ(x0,x−x′)φ0(x′)dx′ (eqs. (2.20), (2.41)).
Formalization targets
Goal (eq. (2.41) with (2.43)–(2.44))
For m2>−d2/4 there is a constant c>0 such that for every bounded continuous φ0 on Rd,
φ(x0,x)=c∫Rd(x02+∣x−x′∣2)Δx0Δφ0(x′)dx′
is a C2 solution of Δgφ=m2φ on the upper half space and x0Δ−dφ(x0,x)→φ0(x) as x0→0+, i.e. φ∼x0d−Δφ0 at the boundary (eq. (2.36) with f=x0).
Milestones
x0Δ solves the massive equation when Δ(Δ−d)=m2 (eqs. (2.16)–(2.17), (2.37)).
The inverted kernel KΔ solves it too (eqs. (2.18)–(2.19), (2.38)).
Scaling: ∫x02Δ−d(x02+∣x∣2)−Δdx is independent of x0 (eq. (2.40)).
Approximate identity: these kernels tend to a multiple of δ(x) (eq. (2.39)).
The massless case Δ=d with φ→φ0 (eq. (2.20)).
Δ=21(d+d2+4m2) is the larger root of Δ(Δ−d)=m2 (eqs. (2.43)–(2.44)).
The gauge-field profile x0d−2 solves the reduced Maxwell equation (eqs. (2.24)–(2.25)).
Hawking–Page, d=3: β(r+)=12πr+/(1+3r+2) has a maximum and I(r+)=πr+2(1−r+2)/(1+3r+2) is negative for large r+ (eqs. (3.15)–(3.16)).
Significance
The goal is the analytic statement underlying the mass–dimension relation Δ(Δ−d)=m2 of the AdS/CFT dictionary: it shows that the boundary datum φ0 of a massive field is naturally a density of weight d−Δ, which is how the paper identifies the dimension of the dual operator. The same kernel is the starting point for the two-point function (2.42). The result is classical mathematics (scattering theory on hyperbolic space), proved informally in the paper; this mission produces a machine-checked version together with reusable infrastructure for the hyperbolic Laplacian in half-space coordinates.
Difficulty
The pointwise identities (milestones 1, 2, 6, 7, 8) are calculus. The substance is analytic: differentiating the Poisson-type integral twice under the integral sign with only boundedness of φ0, and proving the approximate-identity limit with the right normalisation; the scaling integral requires Δ>d/2, and the endpoint m2=−d2/4 (where Δ=d/2 and the kernel is not integrable) must be excluded.
Formalization scope
Points are pairs (x0,x)∈R×EuclideanSpaceR(Find); partial derivatives are one-variable derivs, so the solution predicate also demands C2 regularity on {x0>0}, which rules out junk values of deriv. Real powers are Real.rpow; integrals are Bochner integrals for Lebesgue measure. Boundary data are bounded continuous functions. All declarations live in the namespace WittenAdSHolography, with the shared definitions in one definition file.
J. Maldacena, The Large N Limit of Superconformal Field Theories and Supergravity, Adv. Theor. Math. Phys. 2 (1998) 231–252. https://arxiv.org/abs/hep-th/9711200
S. S. Gubser, I. R. Klebanov, A. M. Polyakov, Gauge Theory Correlators from Non-Critical String Theory, Phys. Lett. B 428 (1998) 105–114. https://arxiv.org/abs/hep-th/9802109
S. W. Hawking, D. N. Page, Thermodynamics of Black Holes in Anti-de Sitter Space, Commun. Math. Phys. 87 (1983) 577–588. https://doi.org/10.1007/BF01208266
Coupling Constant II: The Beta Function in the Energy Scale and the Running DichotomyTextbook
Motivation
A coupling constant is the number that fixes the strength of an interaction: in the
modern formulation it is the parameter weighting the interaction part of a Lagrangian
against its kinetic part. In a quantum field theory such a parameter is not constant.
Probing a process at a higher energy resolves more of the virtual activity that dresses
the interaction, and the value one measures depends on the energy scale μ at which
the measurement is made. This scale dependence is called the running of the coupling,
and it is the organising phenomenon behind two of the best-known qualitative facts about
the Standard Model: the electromagnetic coupling grows with energy (α≈1/137
at low energy, α≈1/127 at the Z mass, about 90 GeV) and apparently
diverges at a finite energy — the Landau pole — while the strong coupling decreases
logarithmically at high energy, the asymptotic freedom found by Gross, Politzer and
Wilczek and recognised by the 2004 Nobel Prize.
The source treats the running through the beta function, defined there by
β(g)=μ∂μ∂g=∂lnμ∂g,
and through the one-loop strong coupling
αs(k2)≈β0ln(k2/Λ2)1.
Everything in this mission is the mathematics of those two formulas: an autonomous scalar
ordinary differential equation in the logarithm of the energy, and the behaviour of its
solutions according to the sign of the one-loop coefficient.
Setting
Write μ>0 for the energy scale of a process and g, or α, for a real-valued
coupling as a function of that scale. The beta function in the energy scale is the
logarithmic derivative used by the source,
β(g)(μ)=μ⋅dμdg(μ),
a function of μ built from g; a theory whose beta function vanishes identically is
scale-invariant, since its coupling then takes the same value at every scale.
A coupling is said to be one-loop running with coefficient b on a set S of scales
when it satisfies, at every μ∈S,
μdμdα(μ)=bα(μ)2,
equivalently dα/dμ=bα2/μ. Here b<0 is the asymptotically free sign
(QCD) and b>0 the sign the source attributes to QED. The equation is the one-loop
truncation written in μ rather than in t=lnμ: both forms appear in the source,
and the first milestone is precisely their agreement.
The one-loop strong coupling with one-loop coefficient β0>0 and QCD scaleΛ>0 is the explicit function
α(Q)=β0ln(Q2/Λ2)1,Q>Λ,
the formula the source quotes for αs(k2). It is defined by an existing platform
definition, which this mission reuses rather than restates.
Formalization targets
Goal — the running dichotomy in the energy scale
For every reference scale μ0>0 and every positive reference value α0 of the
coupling at that scale:
b<0:α(μ)=1−bα0ln(μ/μ0)α0(μ≥μ0),α(μ)μ→∞0;b>0:no coupling obeys μdμdα=bα2 on all of [μ0,μ0e1/(bα0)] with α(μ0)=α0.
The negative-coefficient half is asymptotic freedom together with the uniqueness of the
solution; the positive-coefficient half is the Landau pole, stated as the non-existence of
any solution up to the pole scale rather than as a divergence of one chosen formula. The
pole scale μ0e1/(bα0) is the one the one-loop equation itself predicts.
Supporting levels
The milestones below range from the definitional identity
μ∂μg=∂lnμg, through the three qualitative readings of the
sign of β that the source states in words (vanishing beta function means scale
invariance; positive beta function means the coupling grows with energy; negative means it
falls), to the identification of the quoted QCD formula as an exact solution of the
one-loop equation and the determination of Λ from a single measured value.
Significance
The dichotomy is the mathematical content of two physical statements that the source
presents side by side. Asymptotic freedom is what makes perturbative QCD predictive at high
energy; the Landau pole is the reason the source warns that the perturbative beta function
cannot be trusted at strong coupling, since the one-loop equation has no solution reaching
the pole scale at all. Formalizing the uniqueness half also pins down what "the" running
coupling means: the explicit formula is not merely one solution of the renormalization-group
equation but the only one through a given data point.
An earlier public mission on the same source
("Coupling Constant: One-Loop Running, Asymptotic Freedom and the Landau Pole") formalized
the one-loop flow in the logarithmic variable t=lnμ with a cubic beta function
β(g)=bg3, and its statements are proved. This mission is stated in the other
variable the source uses — the energy scale μ itself, with the quadratic one-loop
equation for α — and adds the parts of the source that the earlier mission does not
cover: the defining identity between the two forms of the beta function, the sign-to-monotonicity
statements for an arbitrary (not necessarily one-loop) coupling, the explicit pole scale, and
the determination of the QCD scale Λ from a measurement. Where the earlier mission
already settles a statement in the quoted formula's variables, this proposal references the
published theorem instead of restating it.
Difficulty
The equation is elementary, and the difficulty is entirely in what the statements quantify
over. The negative-coefficient half asserts that every function satisfying the equation on
[μ0,∞) is the explicit one, so it needs a uniqueness argument for a nonlinear
scalar ordinary differential equation rather than a verification that a formula works; the
substitution u=1/α that makes the equation linear is legitimate only while α
is known not to vanish, which is part of what has to be proved. The positive-coefficient half
is a non-existence statement on a closed interval reaching the pole, so no local solution can
be extended to it; the naive attempt — differentiate the explicit formula and observe that it
blows up — proves nothing about the other candidate solutions.
Formalization scope
Couplings are total functions R→R, and every statement restricts to
the scales it is about: the positive half-line for the beta-function statements, (Λ,∞)
for the explicit QCD formula, [μ0,∞) or a closed interval for the one-loop flow.
Outside those ranges nothing is claimed — in particular at Q≤Λ, where the logarithm
in the quoted formula vanishes or is negative and the reciprocal returns a junk value.
Differentiability is a hypothesis where it is needed, written as a two-sided derivative at each
scale of the set, so that a statement cannot be satisfied by a one-sided artefact at an endpoint.
The one-loop property is phrased as an exact differential equation, never as an asymptotic
approximation, and the Landau-pole milestone is a non-existence claim rather than a divergence
claim, so it cannot be discharged by exhibiting a formula with a singularity.
A complete development needs the mean value theorem, Gronwall- or uniqueness-type arguments for
scalar ordinary differential equations, and the standard logarithm and exponential API; the
uniqueness lemma for u˙=bu2 and the reciprocal substitution are reusable beyond this
mission. Contributions of a general scalar-ODE uniqueness lemma, usable by both this mission
and the earlier one, are especially welcome.
A. Deur, S. J. Brodsky, G. F. de Téramond, The QCD running coupling, Progress in Particle and Nuclear Physics 90 (2016) 1-74. https://arxiv.org/abs/1604.08082
ATLAS Collaboration, A precise determination of the strong-coupling constant from the recoil of Z bosons with the ATLAS experiment at s=8 TeV, 2023. https://arxiv.org/abs/2309.12986
P. A. Zyla et al. (Particle Data Group), Review of Particle Physics - Chapter 9, Quantum Chromodynamics, PTEP 2020 (8). https://doi.org/10.1093/ptep/ptaa104
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Polyakov Action: Symmetries and Classical Equivalence with Nambu–GotoTextbook
Motivation
The Polyakov action is the standard action for the worldsheet of a bosonic string. It was introduced by Deser and Zumino and independently by Brink, Di Vecchia and Howe in 1976, and is associated with Polyakov after he used it to quantize the string in 1981. Its value over the Nambu–Goto (area) action is that it is quadratic in the embedding fields, which makes quantization tractable, while being classically equivalent to the area action. This mission formalizes the classical facts collected in the Wikipedia article Polyakov action.
Setting
A string sweeps out a two-dimensional worldsheet with coordinates σ=(τ,σ). Its embedding in a D-dimensional target is Xμ(σ); the target carries a metric gμν(X), and the worldsheet carries an independent (auxiliary) metric hab(σ) with inverse hab and determinant h. With the induced metric Gab=gμν(X)∂aXμ∂bXν and string tension T, the Polyakov and Nambu–Goto actions are
SP=2T∫d2σ−hhabGab,SNG=T∫d2σ−detGab.
The stress–energy tensor is Tab=T(Gab−21habhcdGcd). Signature convention: timelike +, spacelike −.
Formalization targets
Goal: on-shell equivalence with Nambu–Goto
If the auxiliary metric satisfies its equation of motion Tab=0 (with hcdGcd≥0), then
SP=SNG.
Milestones
Poincaré invariance of the target: translations X→X+b (exact) and infinitesimal Lorentz transformations X→X+εωX (to O(ε2)), for a constant target metric.
Worldsheet diffeomorphism invariance and Weyl invariance h→Λh.
Tracelessness of the stress–energy tensor, Taa=0.
The variations δ−h=−21−hhabδhab and δS/δhab=2T−h(Gab−21habhcdGcd).
On shell, detG=41h(hcdGcd)2.
Conformal gauge: S=2T∫(X˙2−X′2), the constraints X˙⋅X′=0, X˙2+X′2=0, the wave equation □Xμ=0, and its light-cone solution X=X+(τ+σ)+X−(τ−σ).
Significance
These are the classical foundations of bosonic string theory: the symmetries (Poincaré, diffeomorphism, Weyl) are what make the conformal gauge reachable, and the equivalence with Nambu–Goto justifies using the quadratic action. All statements are textbook results; the work here is to formalize them with explicit hypotheses (differentiability, integrability, positivity of hcdGcd) that the physics presentation leaves implicit.
Difficulty
The algebraic statements are 2×2 matrix identities. The diffeomorphism invariance needs the change-of-variables formula; the infinitesimal Lorentz statement needs care with integrability; the wave-equation milestone needs the fundamental lemma of the calculus of variations; and the light-cone solution is d'Alembert's theorem.
Formalization scope
Worldsheet =R2 (coordinates Fin 2 → ℝ, index 0=τ), target =RD. Actions are Bochner integrals over a region U⊆R2. The inverse metric is Mathlib's matrix inverse. Quantization, Virasoro operators, the Liouville action and string boundary conditions are out of scope.
Selected references
Wikipedia, Polyakov action, revision 1292212311.
S. Deser, B. Zumino, A complete action for the spinning string, Phys. Lett. B 65 (1976) 369–373.
L. Brink, P. Di Vecchia, P. Howe, A locally supersymmetric and reparametrization invariant action for the spinning string, Phys. Lett. B 65 (1976) 471–474.
A. M. Polyakov, Quantum geometry of bosonic strings, Phys. Lett. B 103 (1981) 207–210.
Drezet 2023: GHZ Bell-Nonlocality in the Everett MultiverseResearch Paper
Motivation
Whether the many-worlds (Everett) interpretation of quantum mechanics is local in the sense of Bell is a recurring question in the foundations of physics. A number of authors have argued that Everett's theory escapes Bell-type nonlocality theorems because it drops the assumption that each measurement has a single outcome. A. Drezet's paper arXiv:2306.07794 (2023) argues against this claim by revisiting the Greenberger–Horne–Zeilinger (GHZ) nonlocality theorem, which, unlike Bell's inequality, uses only probability-one (perfect) correlations. Its central mathematical step, stated in Section II, is that no locally causal beable model can reproduce the quantum predictions for the GHZ state. The paper's argument is that this step makes no assumption about completeness or hidden variables, and so applies to Everett's theory as well.
Timeline:
1964–1976: J. S. Bell introduces Bell inequalities and, in "The theory of local beables" (1976), the notion of local causality phrased with beables λ (collected in Speakable and Unspeakable in Quantum Mechanics, 2004).
1989: Greenberger, Horne and Zeilinger give a nonlocality proof for three spin-½ particles that uses no inequality ("Going beyond Bell's theorem").
2015: L. Vaidman discusses the GHZ argument in the many-worlds setting ("Bell inequality and Many-Worlds interpretation").
2023: Drezet's paper, the source of this mission.
Setting
Three spin-½ particles are sent to three distant observers, Alice, Bob and Charlie. Each one measures the spin of their particle along a direction n^j∈{x^,y^} and records an outcome α,β,γ∈{+1,−1}. The particles are prepared in the GHZ state
∣ψ⟩=21(∣+z⟩1∣+z⟩2∣+z⟩3−∣−z⟩1∣−z⟩2∣−z⟩3),
and quantum mechanics predicts the joint outcome probabilities through the Born rule, P(α,β,γ∣n^1,n^2,n^3,ψ)=∣⟨αn^1,βn^2,γn^3∣ψ⟩∣2. Here ∣an^⟩ denotes the eigenvector of σn^ with eigenvalue a. In Lean this is bornProb n₁ n₂ n₃ α β γ.
A locally causal (Bell-local) model consists of
a space Λ of beables with a probability distribution ρ(λ) that does not depend on the settings (Eq. (18), statistical independence), and
local response probabilities Pj(α∣λ,n^j), where party j's outcome depends only on λ and its own setting (Eq. (17)).
In Lean the model is a LocalCausalModel Λ and its prediction is M.predict. The beables are arbitrary: λ may be a hidden variable, or the quantum state itself as in the Beltrametti–Bugajski representation, Eq. (15).
Formalization targets
Goal (Section II, Eqs. (10)–(27))
No locally causal model reproduces the quantum predictions on the four GHZ settings (x^,x^,x^), (x^,y^,y^), (y^,x^,y^), (y^,y^,x^):
Eqs. (2)–(5).σx(1)σx(2)σx(3)∣ψ⟩=−∣ψ⟩, and the three σxσyσy-type operators fix ∣ψ⟩.
Born probabilities (Section III, Eqs. (30)–(32)). For (x^,x^,x^) each outcome triple has probability 1/4 if αβγ=−1 and 0 otherwise. For the other three GHZ settings the same holds with αβγ=+1.
Eqs. (10)–(13). No assignment Aj,Bj∈{±1} satisfies all four GHZ constraints.
Eqs. (19)–(27). If a product of three probability distributions on {±1} vanishes off the set {αβγ=s}, then each factor is a point mass, and the three atoms multiply to s.
Section II, summary (ii). A locally causal model that reproduces the GHZ predictions is, for ρ-almost every λ, deterministic, with values satisfying (10)–(13).
Section III (B). Local causality implies non-signalling.
Eq. (29). Quantum non-signalling for the GHZ state, with Alice's marginal P1(±1∣x^,ψ)=21.
Appendix 3, Eqs. (39)–(45). Keeping Eq. (17) but letting the beable density depend on the settings (a "superdeterministic" model) does reproduce the GHZ predictions.
Significance
The goal theorem is the mathematical core of the paper's conclusion that any beable account of the GHZ correlations, including one where λ is just the quantum state, violates Bell's local causality. Milestones 6–8 formalize the paper's separation of notions of locality: non-signalling holds both in quantum mechanics and in every locally causal model, so it cannot tell them apart; and dropping statistical independence (Eq. (18)) is enough to reproduce the correlations. The GHZ theorem itself has been known since 1989. As far as the drafter is aware it has no machine-checked formalization on this platform, and this mission provides one, stated for general measurable beable spaces.
Difficulty
The combinatorial core (milestone 3) is a parity argument. The substance lies in the steps that connect it to probability: showing that perfect correlations force determinism almost surely when ρ is an arbitrary probability measure (null sets, measurability, integrals of nonnegative functions), and computing the Born probabilities exactly in Lean from explicit matrices and eigenvectors.
Formalization scope
Outcomes are elements of ℤˣ (exactly {+1,−1}). Settings form a two-element type Setting with values x and y. Qubit index 0 is ∣+z⟩ and index 1 is ∣−z⟩. Three-qubit operators are Kronecker products.
A LocalCausalModel Λ has a probability measure ρ on a measurable space Λ and measurable response functions P j λ n α with values in [0,1] that sum to one over α. The fixed state ψ is left implicit. Predictions are Bochner integrals, and all integrands are bounded and measurable.
The goal quantifies over all such models on all measurable spaces. Its hypothesis is the equality of all 4×8 predicted and Born probabilities. Because it uses the actual Born probabilities rather than an arbitrary list of constraints, it cannot hold vacuously.
Needed infrastructure: finite-dimensional matrix computations over C with 2, and basic measure theory (a.e. vanishing of nonnegative integrands).
Selected references
A. Drezet, An Elementary Proof That Everett's Quantum Multiverse Is Nonlocal: Bell-Locality and Branch-Symmetry in the Many-Worlds Interpretation, arXiv:2306.07794, 2023. https://arxiv.org/abs/2306.07794
D. M. Greenberger, M. A. Horne, A. Zeilinger, Going beyond Bell's theorem, in Bell's Theorem, Quantum Theory and Conceptions of the Universe, Kluwer, 1989, pp. 69–72. https://arxiv.org/abs/0712.0921
Verlinde 2016: Apparent Dark Matter and the Baryonic Tully-Fisher RelationResearch Paper
Motivation
In emergent gravity proposals, spacetime and gravity are macroscopic descriptions of an underlying quantum system. In Verlinde (2016) it is argued that in de Sitter space (a universe with positive dark energy) the entanglement entropy has, besides the usual area-law part, a thermal volume-law part, and that matter displaces this volume-law entropy. The elastic response of the medium to this displacement produces an extra gravitational pull, which the paper proposes as the origin of the effects usually ascribed to dark matter in galaxies and clusters.
The physical derivation is heuristic, but it ends in explicit mathematical relations between the baryonic (visible) mass profile MB(r) and the apparent dark matter mass profile MD(r) of a spherically symmetric, isolated system. The central one is the integral relation (7.40),
∫0rr′2GMD(r′)2dr′=6MB(r)a0r,
where G is Newton's constant and a0=cH0 is the Hubble acceleration scale. For a point mass it reproduces Milgrom's empirical acceleration relation and the baryonic Tully-Fisher relationvf4=aMGMB with aM=a0/6.
Setting
All quantities are real numbers or real functions of the radius r>0. G>0 and a0>0 are constants. MB(r) and MD(r) are the baryonic and apparent dark masses inside radius r. The Newtonian accelerations are gB(r)=GMB(r)/r2 and gD(r)=GMD(r)/r2 (7.42). The averaged density inside radius r is ρˉ(r)=3M(r)/(4πr3) (7.45), and the slope parameter is β(r)=−dlogρˉ/dlogr=−rρˉ′(r)/ρˉ(r) (7.46). A local density ρ gives M(r)=∫0rρ(r′)4πr′2dr′ (7.39).
The paper also uses two purely mathematical facts about elastic strain in d−1 spatial dimensions: a bound (7.30) on the largest principal strain of a traceless symmetric strain tensor, and the integration-by-parts identity (7.31) between the squared Hessian and the squared Laplacian.
Formalization targets
Goal: Milgrom relation for a central point mass (7.43)
If MB>0 is constant and (7.40) holds for every r>0, then for every r>0
gD(r)=aMgB(r),aM=6a0.
Milestones
(4.44) the strain-squared integral outside a spherical inclusion: ∫c∞(c/V)2dV=c.
(7.30) ε2≤d−1d−2∑ijεij′2 for a traceless symmetric ε′ with eigenvalue ε.
(7.31) ∫(∇i∇jχ)2dV=∫(∇2χ)2dV.
(7.47) ρˉD(r)2=(4−βB(r))8πGra0ρˉB(r) for a general baryonic profile.
(7.48) ρD(r)=(1−31βD(r))ρˉD(r).
(7.51) ΩD2=34ΩB when (7.47) is applied at the Hubble radius with βB=0.
Significance
The point-mass relation (7.43) is what connects the paper to the observed flat rotation curves and the baryonic Tully-Fisher law; (7.47) is its extension to extended mass profiles, which the paper uses to discuss galaxy clusters. The formal content checked here is the mathematics that turns the stated relation (7.40) into these observable consequences, plus the two elasticity lemmas used on the way to (7.40). The physical steps that lead to (7.40) (the entropy-displacement picture, the elastic interpretation, the identification (7.35)) are not mathematical statements and are outside the scope of this mission. None of these relations is known to have been machine-checked before.
Difficulty
The algebra is short once one may differentiate; the work is in the analysis. (7.40) is an integral identity with a singular weight 1/r′2 at the origin, so recovering pointwise information requires the fundamental theorem of calculus on (0,∞) with only continuity there, and care with integrability at 0. (7.31) is a double integration by parts in Rn that must be justified for the chosen decay class. (7.30) needs the spectral theorem for symmetric matrices, or an equivalent argument.
Formalization scope
All statements live in the namespace Verlinde2016. Radial profiles are functions R→R, with hypotheses only on (0,∞). The integral in (7.40) is Lean's interval integral over [0,r]; since it would be 0 for a non-integrable integrand, the positivity of the right-hand side forces integrability. Continuity of MD (and of densities) on (0,∞) is taken as a standing physical convention. In (7.31) the paper's condition that "χ falls off rapidly enough" is formalized as χ smooth with compact support. Spatial dimension is d−1 in (7.30); (7.40)–(7.51) use d=4 as in Section 7.2. Definitions: avgDensity, slopeParam, partialDeriv.
M. Milgrom, A modification of the Newtonian dynamics as a possible alternative to the hidden mass hypothesis, Astrophys. J. 270 (1983) 365. https://doi.org/10.1086/161130
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Liouville Field Theory I: Spectrum and Kinematic SymmetriesTextbook
Motivation
Liouville field theory is a two-dimensional conformal field theory whose classical equation of motion generalizes Liouville's equation. It is one of the few interacting conformal field theories with a continuous spectrum that has been solved: its three-point function on the sphere is given by the DOZZ formula (Dorn–Otto 1994; Zamolodchikov–Zamolodchikov 1996), proved rigorously from a probabilistic construction of the path integral by Kupiainen–Rhodes–Vargas (2017), with the conformal bootstrap established by Guillarmou–Kupiainen–Rhodes–Vargas (2020). It appears in two-dimensional quantum gravity, non-critical string theory, and log-correlated random energy models.
This mission is the first in a series following the Wikipedia article on Liouville field theory. It formalizes the kinematic layer of the theory: the algebraic relations between the coupling constant, the background charge, the central charge, the conformal dimensions and the reflection coefficient, on which every later statement (the spectrum, the DOZZ formula, the bootstrap) is phrased.
Setting
Fix a complex number b, the coupling constant. Define
the background chargeQ=b+b1;
the central chargec=1+6Q2;
the conformal dimension of the primary field with momentumα∈C, Δ(α)=α(Q−α);
the reflection coefficient with normalization parameter λ,
RP=±λ−2iPΓ(−2ibP)Γ(−2ib−1P)Γ(2ibP)Γ(2ib−1P),
with sign +1 if c∈(−∞,1) and −1 otherwise.
Two symmetries act on these data: the reflectionα→Q−α and the dualityb→1/b. The spectrum of the theory is the set of dimensions Δ∈24c−1+R+, parametrized by momenta α=2Q+iP, P∈R+.
Formalization targets
Goal: the spectrum parametrization
For every b∈C, the map P↦Δ(2Q+iP) is a bijection
[0,∞)∼24c−1+[0,∞)⊂C.
Milestones
Reflection invariance: Δ(Q−α)=Δ(α).
Duality: c and Δ are invariant under b→1/b.
Marginality: for b=0, b(Q−b)=1⟺Q=b+1/b.
Dimension in terms of momentum: Δ(2Q+iP)=24c−1+P2.
Imaginary coupling: real nonzero β=ib produce exactly the real central charges c≤1.
Reflection relation consistency: RPR−P=1 for λ=0 and 2ibP,2ib−1P∈/Z.
Significance
These identities are the dictionary between the parameters used in the physics literature (b, Q, c, α, P, Δ) and fix the conventions for later missions in the series: the DOZZ formula, the pole structure of correlation functions, and the reflection and duality covariance of structure constants are all stated in these variables. None of these statements is open; the value of the mission is a vetted, reusable definition layer with machine-checked consistency of the conventions.
Difficulty
The individual statements are elementary algebra over C, together with the non-vanishing of the Gamma function away from its poles. The care needed is in conventions: total functions in Lean (0−1=0, principal-branch complex powers, Gamma at its poles) must be handled by explicit hypotheses exactly where the source implicitly excludes degenerate values.
Formalization scope
All quantities are complex-valued functions of b∈C, defined in the namespace LiouvilleFieldTheory. 1/b is Lean's inverse (so b=0 gives junk values Q=0, c=1; statements that need b=0 assume it). R+ is taken to be [0,∞). The condition c∈(−∞,1) is encoded as Imc=0∧Rec<1. λ−2iP is the principal-branch complex power. The analytic content of the article (Virasoro representations, conformal blocks, the special function Υb, the path integral, the DOZZ formula) is out of scope for this mission.
The entropy photon-number inequalityResearch Paper
Motivation
Shannon's entropy power inequality bounds the entropy of a sum of independent random vectors below by the entropies of the summands; it is a basic tool for classical Gaussian channel capacities. In optical communication, addition is replaced by passive mixing of bosonic modes at a beam splitter. Guha, Erkmen and Shapiro conjectured the sharp bosonic analogue, the entropy photon-number inequality (EPnI), stated in terms of the photon number of the thermal state with the same entropy (ITA 2008). If true, it settles the minimum output entropy of thermal attenuators at fixed input entropy and the capacity regions of bosonic broadcast and wiretap channels, which had been reduced to this inequality (PRA 2007).
This mission asks for a formal proof of the EPnI for finite-energy inputs in any finite number of modes, as stated in an OpenAI preprint dated September 24, 2026 (source). The preprint has not been peer reviewed and its claims have not been independently verified; on the platform the Lean goal is open.
Background
1948–1965 — Shannon introduces entropy power; Stam (1959) and Blachman (IEEE IT 1965) prove the entropy power inequality.
2004 — Capacity of the pure-loss bosonic channel (PRL 2004) and the minimum-output-entropy conjecture (PRA 2004).
2007–2008 — Guha, Shapiro and Erkmen relate broadcast capacity to a minimum-output-entropy conjecture; Guha, Erkmen and Shapiro state the EPnI.
2011 — Special cases (one-mode number-diagonal inputs) by Das, Sharma and Muthukrishnan (arXiv:1107.2365).
2014 — König and Smith prove a quantum entropy power inequality, including S(ρC)≥ηS(ρA)+(1−η)S(ρB) (IEEE IT 2014); De Palma, Mari and Giovannetti prove the exponential form eS(ρC)/n≥ηeS(ρA)/n+(1−η)eS(ρB)/n (Nat. Photonics 2014).
2015 — Giovannetti, Holevo and García-Patrón solve the Gaussian optimizer conjecture for unconstrained minimum output entropy (CMP 2015).
2016–2018 — De Palma, Trevisan and Giovannetti settle one-mode constrained problems (IEEE IT 2017; PRL 2017); De Palma and Trevisan give a rigorous finite-energy conditional EPI (CMP 2018).
September 2026 — The OpenAI preprint claims the two-input EPnI for all finite-energy inputs (Theorem 1.1, p. 2).
Setting
An n-mode bosonic system has Fock space ℓ2(Nn) with number basis ∣k⟩, k∈Nn. A state is a positive trace-one operator ρ; it has finite energy if Trρ∑jaj†aj=∑k(k1+⋯+kn)⟨k∣ρ∣k⟩<∞. The von Neumann entropy is S(ρ)=−Trρlogρ (natural log). The thermal entropy per mode is
g(t)=(t+1)log(t+1)−tlogt,t≥0,
increasing from 0 to ∞, and the entropy photon number of ρ is N(ρ)=g−1(S(ρ)/n), the mean photon number per mode of the product thermal state with the same entropy. For independent inputs ρA,ρB and transmissivity 0≤η≤1, the beam-splitter outputρC is the reduced state of the modes cj=ηaj+1−ηbj after passive mixing of ρA⊗ρB. No independence among the modes within either input is assumed.
Formalization targets
Goal: Theorem 1.1 (p. 2)
For every finite n≥1, every pair of finite-energy n-mode states ρA,ρB and every 0≤η≤1,
g−1(nS(ρC))≥ηg−1(nS(ρA))+(1−η)g−1(nS(ρB)).
Thermal inputs with a common mean photon number within each port give equality.
Significance
The result itself. The EPnI is sharper than the exponential quantum entropy power inequality when the two input entropies differ, which is exactly the regime needed for constrained minimum output entropy. The preprint derives the exact minimum output entropy at fixed input entropy for every tensor power of an identical thermal attenuator, with inputs entangled across modes (Corollary 1.2, p. 2), and the exact capacity region of the degraded two-receiver pure-loss broadcast channel (Corollary 7.1, p. 26), completing the converse of Guha, Shapiro and Erkmen.
Formalizing it. The statement involves infinite-dimensional Fock space, trace-class positive operators, continuous functional calculus for the entropy, and the partial trace after a passive unitary. The Lean development builds these concretely in the number basis. A formal proof would give machine-checked infrastructure for quantum entropy on infinite-dimensional spaces, which Mathlib currently lacks. No machine-checked version of any quantum entropy power inequality is known.
Difficulty
Heat-flow (quantum Fisher information) proofs give the linear and exponential bounds, but these are attained only for equal entropies and do not recover the thermal comparison at unequal entropy levels. The preprint instead minimizes a regularized functional over pairs of inputs and must show that minimizers are thermal. This requires an interpolation theorem for diagonal form comparisons (Theorem 3.1, p. 8), attainment and Gibbs regularity of minimizers in infinite dimensions (Lemma 4.1, Proposition 4.2, pp. 15–16), a component entropy-Hessian estimate, and a stationarity identity whose cancellation forces convergence to thermal inputs (Section 6). Compactness relies on the finite-energy hypothesis; without it entropies can be infinite.
Formalization scope
Fock n is lp (fun _ : Fin n → ℕ => ℂ) 2. A State is a positive bounded operator whose diagonal in the number basis sums (HasSum) to 1.
FiniteEnergy ρ is summability of ∑k∣k∣⟨k∣ρ∣k⟩.
entropy ρ is the sum of diagonal entries of cfc(−tlogt)(ρ); for finite-energy states it is finite, so the tsum is the true entropy.
gInv s = sInf {t ≥ 0 | s ≤ g t}, the inverse of g on [0,∞).
IsBeamSplitterOutput η ρA ρB ρC requires every number-basis entry of ρC to be the (convergent) partial-trace sum of the explicitly given beam-splitter coefficients applied to ρA⊗ρB; the inputs are arbitrary density matrices, so internal entanglement is allowed.
The hypotheses are satisfiable (e.g. vacuum or thermal inputs) and the conclusion is the inequality as stated.
S. Guha, B. I. Erkmen, J. H. Shapiro, The entropy photon-number inequality and its consequences, ITA Workshop 2008, 128–130. https://doi.org/10.1109/ITA.2008.4601037
S. Guha, J. H. Shapiro, B. I. Erkmen, Classical capacity of bosonic broadcast communication and a minimum output entropy conjecture, Phys. Rev. A 76 (2007), 032303. https://doi.org/10.1103/PhysRevA.76.032303
G. De Palma, A. Mari, V. Giovannetti, A generalization of the entropy power inequality to bosonic quantum systems, Nat. Photonics 8 (2014), 958–964. https://doi.org/10.1038/nphoton.2014.252
G. De Palma, D. Trevisan, The conditional entropy power inequality for bosonic quantum systems, Comm. Math. Phys. 360 (2018), 639–662. https://doi.org/10.1007/s00220-017-3082-8
V. Giovannetti, A. S. Holevo, R. García-Patrón, A solution of Gaussian optimizer conjecture for quantum channels, Comm. Math. Phys. 334 (2015), 1553–1571. https://doi.org/10.1007/s00220-014-2150-6
V. Giovannetti, S. Guha, S. Lloyd, L. Maccone, J. H. Shapiro, H. P. Yuen, Classical capacity of the lossy bosonic channel: the exact solution, Phys. Rev. Lett. 92 (2004), 027902. https://doi.org/10.1103/PhysRevLett.92.027902
Varying Constants I: Dimensional Analysis, Natural Units and the Buckingham π TheoremResearch Paper
Motivation
Uzan's review Varying Constants, Gravitation and Cosmology (Living Rev. Relativity 14 (2011) 2) is about testing whether the fundamental constants of physics change in space or time. Before any experiment can be read, §2.1 of the review settles which constants it even makes sense to ask about. Two claims from that section carry the whole programme:
p. 14 (§2.1.2): "only the variation of dimensionless constants can be measured and in case such a variation is detected, it is impossible to determine, which dimensional constant is varying";
pp. 15–17 (§2.1.1): three independent constants (e.g. Stoney's G,e,c or Planck's c,G,ℏ) can be used to define the three mechanical units, after which "all other constants are dimensionless quantities" whose values do not depend on the units, and "any variation of constants that will leave these numbers unaffected is actually just a redefinition of units".
Both claims are informal statements of a classical result of dimensional analysis, the Buckingham π theorem (E. Buckingham, Phys. Rev. 4 (1914) 345). This mission states them precisely and asks for formal proofs.
Setting
Fix d base units U1,…,Ud (for mechanics d=3: L,M,T) and n dimensional constants. The dimension matrixD∈Rn×d says that constant i has dimension ∏jUjDij; real exponents are allowed, because Gaussian units give the charge the dimension M1/2L3/2T−1 (Uzan, p. 15). A configurationx∈R>0n lists the numerical values of the constants in some system of units.
A change of units is a vector s∈R>0d. It acts by (s⋅x)i=xi∏jsjDij.
An observablef:Rn→R is unit invariant if f(s⋅x)=f(x) for all positive x,s.
The dimensionless exponents are ZD={a∈Rn:∑iaiDij=0∀j}, and πa(x)=∏ixiai is the corresponding power product.
Given d chosen constants e1,…,ed, a system of natural units for x is a positive s with (s⋅x)ej=1 for all j.
The Planck dimension matrixDP has rows [c]=LT−1, [G]=L3M−1T−2 and [ℏ]=L2MT−1.
Target
Goal (Buckingham π). Put k=n−rankD. There are linearly independent a(1),…,a(k)∈ZD such that every unit-invariant f factors as
f(x)=F(πa(1)(x),…,πa(k)(x))(x∈R>0n).
Milestones, in order:
Dimensionless power products are unit invariant: a∈ZD⇒πa(s⋅x)=πa(x).
dimZD=n−rankD.
If det(Dej,k)=0, every positive x has exactly one system of natural units.
Values in natural units do not depend on the system of units you started from: s′⋅(r⋅x)=s⋅x.
Planck units: c=G=ℏ=1 holds exactly when s=(1/ℓP,1/mP,1/tP), where ℓP=Gℏ/c3, mP=ℏc/G and tP=Gℏ/c5 (Uzan, p. 16).
Two positive configurations agree on every πa with a∈ZD⟺ they differ by a change of units (Uzan, p. 17).
Only dimensionless variations are measurable: a unit-invariant f takes equal values on configurations that agree on all dimensionless πa (Uzan, p. 14).
Significance
The result. Milestones 6–7 justify the review's working convention of quoting all bounds as bounds on dimensionless numbers (αEM, μ=mp/me, αG=Gmp2/ℏc, …). Milestone 2 counts how many independent numbers there are. Milestones 3–5 say that natural units are well defined.
Formalizing it. The mathematics is classical and the proofs are known. What remains is to formalize it: a reusable, general dimensional-analysis layer (unit actions, dimensionless monomials, natural units) that later missions on Uzan's review can build on.
Difficulty
Taking logarithms turns the multiplicative problem into linear algebra: changes of units act on logx by translations through the column space of D, and ZD is the annihilator of that space. Two steps carry the content. The first is the duality step (annihilator of the annihilator) behind milestone 6 and the goal. The second is the bookkeeping with real powers (Real.rpow), which only behaves well on positive bases. The goal also needs a choice of F with no regularity, defined through the quotient Rn/col(D).
Formalization scope
Lean namespace VaryingConstants; all definitions are in one definition file. Indices are Fin n and Fin d, and exponents are real.
Positivity is an explicit hypothesis (IsPositive), not a subtype. Unit invariance constrains f only on positive configurations.
ZD is the kernel of a↦aTD, and the rank is Matrix.rank over R.
Natural units are indexed by a map e : Fin d → Fin n. The independence hypothesis is detDe=0.
There is no trivializing reading: the goal fixes the number of π-groups to n−rankD and requires them to be linearly independent and dimensionless, so the identity map does not qualify.
Contributions such as general lemmas on Real.rpow products and on annihilators of matrix column spaces are reusable beyond this mission.
E. Buckingham, On physically similar systems; illustrations of the use of dimensional equations, Phys. Rev. 4 (1914) 345. https://doi.org/10.1103/PhysRev.4.345
Mathematical Methods in Quantum Mechanics V: Stone's Theorem and the RAGE TheoremTextbook
Motivation
In quantum mechanics the state of a system at time t is ψ(t)=e−itAψ, where the HamiltonianA is a self-adjoint operator. The spectral theorem splits the Hilbert space into subspaces according to the type of the spectral measure of a vector (absolutely continuous, singularly continuous, pure point). That splitting is defined through measure theory, and it is not evident what it has to do with the motion of the system. The RAGE theorem, named after Ruelle (1969), Amrein and Georgescu (1973) and Enß (1978), answers this. Vectors in the continuous subspace are exactly the states that, on time average, leave every bounded region: the scattering states. Vectors in the pure point subspace are exactly the states that stay in a bounded region uniformly in time: the bound states. This dynamical characterization is the starting point of the geometric approach to scattering theory and of the modern theory of quantum dynamics and transport.
This mission formalizes Chapter 5 of Teschl's Mathematical Methods in Quantum Mechanics (AMS GSM 99, 2009). The chapter covers the time evolution e−itA as a unitary group, Wiener's theorem on Fourier transforms of measures, and the abstract RAGE theorem with its Heisenberg-picture corollaries.
Setting
Let H be a complex Hilbert space with inner product ⟨⋅,⋅⟩, conjugate linear in the first argument. An operatorA is a linear map defined on a subspace D(A), its domain. A is self-adjoint if D(A) is dense and A=A∗. L(H) denotes the bounded, everywhere defined operators.
A projection-valued measureP assigns to each Borel set Ω⊆R an orthogonal projection P(Ω), with P(R)=I and P(⋃nΩn)ψ=∑nP(Ωn)ψ for disjoint Ωn. The spectral measure of ψ is the finite Borel measure μψ(Ω)=⟨ψ,P(Ω)ψ⟩. The spectral theorem says that every self-adjoint A is A=∫λdP(λ) for a unique P=PA. Then D(A)={ψ∣∫λ2dμψ<∞} and ⟨ψ,Aψ⟩=∫λdμψ(λ). For a bounded Borel function f, f(A) is the bounded operator with ⟨ψ,f(A)ψ⟩=∫fdμψ. The time evolution is U(t)=e−itA, the case f(λ)=e−itλ.
The spectral subspaces are
Hac={ψ∣μψ≪Lebesgue},Hsc={ψ∣μψ singular, without atoms},Hpp={ψ∣μψ supported on a countable set},
and the continuous subspace is Hc=Hac⊕Hsc. The projectors Pac,Pc,Ppp are the orthogonal projections onto these subspaces. σp(A) is the set of eigenvalues of A.
A finite rank operator is a K∈L(H) with finite dimensional range. The compact operatorsC(H) are the norm closure of the finite rank operators. For z in the resolvent set ρ(A), RA(z)=(A−z)−1∈L(H). An operator K is relatively compact with respect to A if KRA(z)∈C(H) for one z∈ρ(A); in particular D(A)⊆D(K). The Fourier transform of a finite complex Borel measure μ on R is μ^(t)=∫Re−itλdμ(λ).
Formalization targets
Goal: the RAGE theorem (Theorem 5.7)
Let A be self-adjoint and let Kn∈L(H) be relatively compact operators converging strongly to I. Then
Theorem 5.1.U(t)=e−itA is a strongly continuous one-parameter unitary group. limt→0t1(U(t)ψ−ψ) exists iff ψ∈D(A), and then it equals −iAψ. U(t)D(A)=D(A) and AU(t)=U(t)A.
Theorem 5.4 (Wiener).T→∞limT1∫0T∣μ^(t)∣2dt=λ∈R∑∣μ({λ})∣2, and the sum is finite.
Lemma 5.5.C(H) is a closed ∗-ideal in L(H).
Theorem 5.6. For relatively compact K and ψ∈D(A): T1∫0T∥Ke−itAPcψ∥2dt→0 and ∥Ke−itAPacψ∥→0. For bounded K this holds for all ψ.
Theorem 5.8.T→∞limT1∫0TeitAKe−itAψdt=λ∈σp(A)∑PA({λ})KPA({λ})ψ for ψ∈D(A), and for all ψ if K is bounded.
Corollary 5.9. Under the RAGE assumptions, the iterated time averages of eitAKne−itAψ and of eitA(I−Kn)e−itAψ converge to Pppψ and to Pcψ.
Significance
The RAGE theorem connects the spectral types of the Hamiltonian with observable long-time behaviour. For Schrödinger operators −Δ+V on L2(Rn), taking Kn to be multiplication by the indicator of the ball of radius n gives a sequence of relatively compact operators. The theorem then says that states in Hc spend, on time average, a vanishing fraction of time in every ball, while states in Hpp stay uniformly localized. Enß's proof of asymptotic completeness for short-range potentials rests on this characterization. The same argument, through Wiener's theorem, is used to relate the fractal dimensions of spectral measures to rates of quantum transport. Theorem 5.8 and Corollary 5.9 describe the asymptotic observables of the Heisenberg picture.
These results are classical and proved in the literature. They are not formalized. Mathlib has neither a spectral theorem nor a functional calculus for unbounded self-adjoint operators, and no decomposition of a Hilbert space by spectral type. What the platform has are Stone's theorem in the separate BookProof development (for weakly measurable groups, with its own structure of unbounded self-adjoint operators) and the discrete-time von Neumann mean ergodic theorem for contractions. The mean ergodic theorem is related to Theorem 5.8 with K=I but is a different statement. This mission formalizes the continuous-time, spectral-type-resolved statements.
Difficulty
The two sides of the RAGE characterization are defined in unrelated terms. Hc and Hpp are defined by properties of the scalar measures μψ, while the conditions in (5.14) concern norms of vectors moving under a unitary group and seen through operators that are only relatively compact. Wiener's theorem controls scalar quantities ⟨φ,e−itAψ⟩. Passing to norms ∥Ke−itAψ∥ needs compactness, and relative compactness only gives compactness after composing with a resolvent, which is where the restriction to D(A) in Theorems 5.6 and 5.8 comes from. The pure point characterization needs control that is uniform in t≥0, so a limit over n has to be exchanged with a supremum over all times. The limits in (5.14) and (5.19)–(5.20) are iterated, not joint, and a naive exchange of the two limits is not justified. Summing over σp(A) in (5.18) needs an unconditionally convergent sum over a possibly uncountable index set. Wiener's theorem itself needs a Fubini argument for a complex measure against its conjugate.
Formalization scope
The formalization uses Lean 4 with Mathlib. Operators are partially defined linear maps (LinearPMap, H →ₗ.[ℂ] H) on a complex Hilbert space. Self-adjointness is Mathlib's IsSelfAdjoint, which includes density of the domain. The Hilbert space is not assumed separable.
The spectral theorem is not part of this mission. Every statement about A takes a projection-valued measureP on the Borel sets of R as data, together with the hypothesis that A=∫λdP(λ): D(A)={ψ∣∫λ2dμψ<∞} and ⟨ψ,Aψ⟩=∫λdμψ there. This is the form the spectral theorem guarantees, and it makes PA=P. The time evolution e−itA is the bounded operator P(λ↦e−itλ), determined by its quadratic form, and eitA is its value at −t. Nothing else the book derives is assumed.
The spectral subspaces are sets of vectors defined only from the spectral measures, as above, and Hc is the set of sums of a vector of Hac and a vector of Hsc. A formalization that defined Hc or Hpp by the dynamical conditions of (5.14) would make the goal a tautology; that is ruled out here.Pc, Pac, Ppp are the orthogonal projections onto the closed linear spans of these sets. Compact operators are the norm closure of the finite rank operators (the book's definition), not Mathlib's IsCompactOperator. Relative compactness asks for one z∈ρ(A), its resolvent R, and a compact C with RanR⊆D(K) and KR=C. "K bounded" means an everywhere defined K∈L(H).
Iterated limits limnlimT are stated as: for every n the inner limit exists, and the sequence of inner limits converges. The supremum over t≥0 is taken in [0,∞]. Time averages use interval integrals, with Bochner integrals for vector-valued integrands; all integrands are continuous in t. Wiener's theorem uses Mathlib's ComplexMeasure ℝ and its vector-measure integral. The sum over λ∈R is an unconditional sum whose summability is part of the conclusion, and the sum over σp(A) is an unconditional sum in H. The Fourier transform has the book's normalization.
A complete development needs a functional calculus for projection-valued measures (multiplicativity, strong continuity in the function argument), the reduction of A by the spectral subspaces (Lemma 3.19), the Riemann–Lebesgue lemma for absolutely continuous measures, and the approximation of compact operators by finite rank ones. These pieces are reusable across the rest of the book, notably for scattering theory. Proofs of any milestone, and of such supporting lemmas, are welcome.
Selected references
G. Teschl, Mathematical Methods in Quantum Mechanics, With Applications to Schrödinger Operators, Graduate Studies in Mathematics 99, American Mathematical Society, 2009. doi:10.1090/gsm/099. Chapter 5, pp. 123–132.
D. Ruelle, A remark on bound states in potential-scattering theory, Il Nuovo Cimento A 61 (1969), 655–662. doi:10.1007/BF02819607.
W. O. Amrein and V. Georgescu, On the characterization of bound states and scattering states in quantum mechanics, Helvetica Physica Acta 46 (1973), 635–658 (archive: e-periodica.ch).
V. Enss, Asymptotic completeness for quantum mechanical potential scattering. I. Short range potentials, Communications in Mathematical Physics 61 (1978), 285–291. doi:10.1007/BF01940771.
M. H. Stone, On one-parameter unitary groups in Hilbert space, Annals of Mathematics 33 (1932), 643–648. doi:10.2307/1968538.
Mathematical Methods in Quantum Mechanics X: The Uncertainty Principle and the Harmonic OscillatorTextbook
Motivation
The quantum harmonic oscillator is the Schrödinger operator of a particle in a quadratic potential. It describes small vibrations around an equilibrium, the modes of the electromagnetic field, and phonons in a crystal. It is also one of the very few Schrödinger operators whose spectrum and eigenfunctions are known in closed form. The eigenvalues are equally spaced, and the eigenfunctions are Hermite functions. Its algebraic treatment by creation and annihilation operators goes back to Dirac (The Principles of Quantum Mechanics, 1930). That treatment became the template for second quantization and Fock space.
The same chapter of G. Teschl's Mathematical Methods in Quantum Mechanics (AMS Graduate Studies in Mathematics 99, 2009, Chapter 8, AMS page) contains two further results that use commutation relations. The first is the Heisenberg uncertainty principle (Heisenberg 1927; the general form for two observables is due to Robertson, Phys. Rev. 34 (1929)). The second is an abstract statement that A∗A and AA∗ have the same spectrum away from 0. Physicists call this supersymmetric quantum mechanics, and Teschl uses it later for the hydrogen atom. This mission follows Teschl's Sections 8.1–8.4.
Setting
Let H be a complex Hilbert space. A linear operatorA is a linear map defined on a subspace D(A)⊆H, its domain. A is symmetric if D(A) is dense and ⟨φ,Aψ⟩=⟨Aφ,ψ⟩ for all φ,ψ∈D(A). For a closed operator A and z∈C, the resolventRA(z)=(A−z)−1 exists when A−z maps D(A) bijectively onto H with a bounded inverse. The resolvent setρ(A) is the set of such z, and the spectrum is σ(A)=C∖ρ(A). An operator is essentially self-adjoint on its domain if its closure A is self-adjoint.
For ψ∈D(A) with ∥ψ∥=1 (a state), the expectation is Eψ(A)=⟨ψ,Aψ⟩ and the mean-square deviation is Δψ(A)=∥(A−Eψ(A))ψ∥. The commutator is [A,B]ψ=ABψ−BAψ for ψ∈D(AB)∩D(BA), where D(AB)={ψ∈D(B)∣Bψ∈D(A)}.
Fix a frequency ω>0. On R3 with Lebesgue measure, let
Dω=span{xαe−ω∣x∣2/2∣α∈N03}⊆L2(R3),
where xα=x1α1x2α2x3α3 and ∣x∣ is the Euclidean norm. With Δ=∑j∂2/∂xj2 and Teschl's units (ℏ=1, mass 1/2, so the free Hamiltonian is H0=−Δ), the harmonic oscillator is the operator
H=H0+ω2x2,(Hf)(x)=−Δf(x)+ω2∣x∣2f(x),D(H)=Dω.
In one dimension the ladder operators on span{xke−ωx2/2} are
A±=21(ωx∓ω1dxd).
The Hermite polynomials are Hn(x)=(−1)nex2dxndne−x2. The Hermite functions are
ψn(x)=2nn!1(πω)1/4Hn(ωx)e−ωx2/2,
and on R3, ψn1,n2,n3(x)=ψn1(x1)ψn2(x2)ψn3(x3).
Formalization targets
Goal: the harmonic oscillator (Theorem 8.5)
For every ω>0 the operator H above exists. It is essentially self-adjoint on Dω, the functions ψn1,n2,n3, (n1,n2,n3)∈N03, form an orthonormal basis of L2(R3) consisting of eigenvectors of H, and
σ(H)={(2n+3)ω∣n∈N0}.
Milestones
Density (Lemma 8.3).span{xαe−∣x∣2/2∣α∈N0n} is dense in L2(Rn) for every n.
Canonical commutation relation (Eq. (8.36)).[A−,A+]=1 on span{xke−ωx2/2}.
Factorization (Eq. (8.37)). On the same space, −dx2d2+ω2x2=ω(2N+1) with N=A+A−, and the space is invariant under A±.
Hermite functions (Eqs. (8.40)–(8.42)).ψn=A+nψ0/n! with ψ0(x)=(ω/π)1/4e−ωx2/2. Each ψn is a normalized eigenfunction of N for the eigenvalue n, and span{ψn}=span{xke−ωx2/2}.
Heisenberg uncertainty principle (Theorem 8.2). For symmetric A, B and a state ψ∈D(AB)∩D(BA),
Δψ(A)Δψ(B)≥21∣Eψ([A,B])∣,
with equality if (B−Eψ(B))ψ=iλ(A−Eψ(A))ψ for a real λ=0, or if ψ is an eigenvector of A or B.
Abstract commutation (Theorem 8.6). For A closed and densely defined, A∗A∣Ker(A)⊥ and AA∗∣Ker(A∗)⊥ are unitarily equivalent. A maps eigenvectors of A∗A (eigenvalue E) to eigenvectors of AA∗ with ∥Aψ0∥=E∥ψ0∥. For z=0,
The last two milestones do not enter the goal. They are the chapter's other two theorems and use the same operator-theoretic layer.
Significance
Theorem 8.5 is the rigorous form of the most used exactly solvable model of quantum mechanics. Once it is available, the Hermite functions become an orthonormal basis of L2(R3) that diagonalizes a concrete differential operator. That basis underlies Mehler's formula and the Fourier transform's action Fψn=(−i)nψn (Eq. (8.46)). Perturbation arguments around the oscillator also start from it, and so does the construction of Fock space. The uncertainty principle is the basic quantitative constraint on simultaneous measurement. Theorem 8.6 gives an eigenvalue transfer mechanism that Teschl reuses to compute the hydrogen spectrum (Section 10.4).
Formally, the mission asks for a machine-checked proof about an unbounded differential operator on L2(R3), stated on a concrete core. Mathlib has unbounded operators (LinearPMap, closure, adjoint), Lp spaces, Gaussian integrals and the probabilists' Hermite polynomials. It has no statement identifying the spectrum of a concrete Schrödinger operator. These results are proved in every textbook, but none of them has been formalized in this form.
Difficulty
The algebra of Eqs. (8.36)–(8.41) is a finite computation with polynomials times a Gaussian. The work in the goal is analytic. Essential self-adjointness is a statement about the closure of an operator on a non-closed domain. Symmetry of H together with a family of eigenvectors in Dω does not give it by definition, and the relevant criterion for unbounded operators is not in Mathlib. Completeness of the eigenfunctions in L2(R3) is a density statement about a concrete function space (Lemma 8.3), and it has to be transferred from one dimension to three. The spectrum is asked for the closure H, not for H on Dω: the eigenvalues (2n+3)ω are easy to exhibit, but showing that no other point of C lies in σ(H) requires control of (H−z)−1 on all of L2. Finally, the Rodrigues formula (8.42) and the ladder construction (8.40) define the same functions only after an identity for all derivatives of e−x2.
Formalization scope
H is a complex inner product space with CompleteSpace; separability is not assumed, and no statement needs it. Operators are Mathlib LinearPMaps H →ₗ.[ℂ] H. A∗ is LinearPMap.adjoint, and every statement using it assumes a dense domain. Self-adjointness is Mathlib's IsSelfAdjoint, and essential self-adjointness is IsSelfAdjoint H.closure. ρ and σ are defined in the mission for LinearPMaps (bounded two-sided inverse of A−z); Mathlib's Banach-algebra spectrum is not used. L2(Rn) is Lp ℂ 2 volume on EuclideanSpace ℝ (Fin n). The Laplacian is the sum of second Fréchet derivatives along the unit vectors. Hermite polynomials are defined by the Rodrigues formula, not as Mathlib's probabilists' Polynomial.hermite. No projection-valued measure, functional calculus or Fourier transform is taken as data.
The oscillator is not defined as a construction. IsHarmonicOscillator ω H states that D(H)=Dω and that H acts on a representative f as −Δf+ω2∣x∣2f. This determines H uniquely, and the goal also asserts that such an H exists. Trivializing formalization ruled out: defining H as the diagonal operator ∑n(2∣n∣+3)ω⟨ψn,⋅⟩ψn would make the spectrum immediate. Here H is the differential operator on Dω, and its eigenvalues must be derived.
Two choices differ from the printed text. First, Teschl's (8.34) writes the domain with e−x2/2, but his (8.39)–(8.41) and the conclusion span{ψn}=D use e−ωx2/2. The mission uses Dω, which equals (8.34) for ω=1. Lemma 8.3 is stated for (8.20)'s D itself. Second, Theorem 8.6 prints "H1ψ1=ψ1", and the mission states the intended H1ψ1=Eψ1. The uncertainty principle adds ∥ψ∥=1 explicitly; the book assumes it through its definition of a state.
Reusable pieces are the product of LinearPMaps, spectrum and resolvent for unbounded operators, the Gauss–polynomial core and its density, and the Hermite-function API. Contributions of general lemmas are welcome, for example "an operator with an orthonormal eigenbasis in its domain is essentially self-adjoint" and the spectrum of such an operator.
Selected references
G. Teschl, Mathematical Methods in Quantum Mechanics, With Applications to Schrödinger Operators, Graduate Studies in Mathematics 99, AMS, 2009. bookstore.ams.org/gsm-99
H. P. Robertson, "The Uncertainty Principle", Physical Review 34 (1929), 163–164. doi:10.1103/PhysRev.34.163
W. Heisenberg, "Über den anschaulichen Inhalt der quantentheoretischen Kinematik und Mechanik", Zeitschrift für Physik 43 (1927), 172–198. doi:10.1007/BF01397280
Mathematical Methods in Quantum Mechanics VIII: Relatively Compact Perturbations and Weyl's TheoremTextbook
Motivation
In quantum mechanics the spectrum of a Hamiltonian splits into two parts that behave very differently under perturbation. Isolated eigenvalues of finite multiplicity (bound states) move, split or disappear when the operator is changed even slightly; the rest of the spectrum, which carries scattering states and accumulation points of eigenvalues, is far more rigid. Weyl's theorem makes this rigidity precise: if two self-adjoint operators have resolvents that differ by a compact operator, their essential spectra coincide. It is the standard first step in locating the spectrum of a Schrödinger operator −Δ+V: one shows that V is a relatively compact perturbation of −Δ, concludes σess(−Δ+V)=σess(−Δ)=[0,∞), and is left with the discrete eigenvalues below zero.
The result goes back to H. Weyl's 1909 work on compact perturbations of bounded self-adjoint operators; the resolvent formulation for unbounded operators is the one used in modern texts such as Reed–Simon (Vol. IV, Sec. XIII.4) and Teschl's Mathematical Methods in Quantum Mechanics (AMS GSM 99, 2009), Section 6.4, which this mission follows.
Setting
Let H be a complex Hilbert space and A a linear operator with domain D(A)⊆H. For z∈C, the resolventRA(z)=(A−z)−1 exists when A−z maps D(A) bijectively onto H with a bounded inverse. The resolvent setρ(A) is the set of such z, and the spectrum is σ(A)=C∖ρ(A).
The discrete spectrumσd(A) is the set of eigenvalues z of A that are isolated points of σ(A) and whose eigenspace Ker(A−z) is finite dimensional. The essential spectrum is σess(A)=σ(A)∖σd(A).
A sequence ψn∈D(A) with ∥ψn∥=1, ⟨φ,ψn⟩→0 for every φ (weak convergence to zero) and ∥(A−z)ψn∥→0 is a singular Weyl sequence for A at z.
An operator is compact if it maps bounded sets to relatively compact sets; C(H) denotes the compact operators. An operator K is relatively compact with respect to A if D(A)⊆D(K) and KRA(z)∈C(H) for one z∈ρ(A). B is A bounded if D(A)⊆D(B) and ∥Bψ∥≤a∥Aψ∥+b∥ψ∥ on D(A); the infimum of admissible a is the A-bound. A symmetric operator A has defect indicesd±(A)=dimRan(A±i)⊥.
Weyl criterion (Lemma 6.17). For self-adjoint A: z∈σess(A) if and only if a singular Weyl sequence at z exists; if so, it can be chosen orthonormal.
Compact perturbations (Lemma 6.18). For self-adjoint A and compact self-adjoint K, σess(A+K)=σess(A), and
σess(A)=K∈C(H),K∗=K⋂σ(A+K).
Independence of z (Lemma 6.21, first part). If RA(z)−RB(z) is compact for one z∈ρ(A)∩ρ(B), it is compact for all such z.
Self-adjoint extensions (Theorem 6.20). If A is symmetric with d+(A)=d−(A)<∞, all self-adjoint extensions of A have the same essential spectrum.
Relative compactness is infinitesimal (Lemma 6.22). For self-adjoint A, a relatively compact K has A-bound 0.
Stability of relative compactness (Lemma 6.23). If A is self-adjoint, B symmetric with A-bound less than one, and K relatively compact with respect to A, then K is relatively compact with respect to A+B.
Significance
The result. Weyl's theorem reduces the determination of the essential spectrum of a perturbed operator to that of a simpler reference operator. Combined with Lemma 6.22 and the Kato–Rellich theorem, it yields σess(A+K)=σess(A) for every relatively compact symmetric K; Lemma 6.23 extends this to perturbations of the form B+K. These are the inputs to the HVZ theorem for N-body systems, to the spectral analysis of one-particle Schrödinger operators with decaying potentials, and, via Theorem 6.20, to the observation that boundary conditions at a limit-circle endpoint do not affect the essential spectrum of a Sturm–Liouville operator. The Weyl criterion is independently useful: it is how points are shown to lie in σess in concrete examples.
Formalizing it. The results are classical and proved in every text on the subject. None of them is formalized: Mathlib has compact operators and the adjoint of a densely defined LinearPMap, but no resolvent set or spectrum for unbounded operators, no discrete or essential spectrum and no relative compactness. This mission asks for formal proofs of Teschl's statements and, with them, a reusable layer of definitions (resolvent of a LinearPMap, σd, σess, singular Weyl sequences, relative compactness) on which later chapters (free Schrödinger operator, HVZ theorem) can build.
Difficulty
The obvious route to all of these statements goes through the spectral theorem: Teschl's proof of the Weyl criterion uses spectral projections PA((λ−ε,λ+ε)) and spectral measures μψn, and his characterization (6.27)–(6.28) of σess by ranks of spectral projections presupposes the functional calculus. Mathlib has no spectral theorem for unbounded self-adjoint operators, so this route requires either building it or finding arguments that avoid it. The definition of σess used here is deliberately the PVM-free one of p. 145, which makes the statements expressible now but moves the difficulty into the proofs: showing that a point of σ(A)∖σd(A) carries a singular Weyl sequence requires controlling approximate eigenvectors near a non-isolated spectral point or an eigenvalue of infinite multiplicity without projections.
A second difficulty is domain bookkeeping. A+K, A+B, KRA(z) and RA+B(z) all involve unbounded operators with different domains, and identities such as the second resolvent formula KRA+B(z)=KRA(z)(I−BRA+B(z)) must be established on the correct domains. Theorem 6.20 requires relating the resolvents of two self-adjoint extensions through the finite-dimensional defect spaces.
Formalization scope
The Hilbert space is {H : Type*} [NormedAddCommGroup H] [InnerProductSpace ℂ H] [CompleteSpace H]; separability is not assumed, since no statement of the section needs it. Unbounded operators are Mathlib LinearPMaps H →ₗ.[ℂ] H, self-adjointness is Mathlib's IsSelfAdjoint (which implies a dense domain), and symmetric operators are densely defined by definition, as in the book. The resolvent is the bounded two-sided inverse of A−z of p. 73 (IsResolventAt), and ρ(A), σ(A) are defined from it; Mathlib's Banach-algebra spectrum is not used. "For one z∈ρ(A)∩ρ(B)" is an existential over z and the two resolvents. Compactness is Mathlib's IsCompactOperator, which on a Hilbert space agrees with the book's norm closure of finite rank operators. A+K for bounded K is K +ᵥ A (domain D(A)); A+B for unbounded B is the LinearPMap sum with domain D(A)∩D(B). The A-bound is valued in [0,∞] and is ∞ for an operator that is not A bounded. The defect indices are "equal and finite" when both defect spaces are finite dimensional with equal finrank.
No projection-valued measure or functional calculus is taken as data, and none is needed: every statement is phrased without f(A). For this reason the second half of Lemma 6.21, f(A)−f(B)∈C(H) for f∈C∞(R), and the form-compactness results Lemma 6.26 and Corollary 6.27 of Section 6.5 are not part of the mission.
A trivializing formalization is ruled out: the discrete spectrum requires all three of "eigenvalue", "isolated in σ(A)" and "finite-dimensional eigenspace", so σess is neither empty nor all of σ(A) by definition, and the resolvent hypothesis of Weyl's theorem is an existential over genuine resolvents, never a junk value outside ρ(A).
A complete development needs the resolvent identities for LinearPMaps, the relation between self-adjointness and real spectrum, weak convergence of bounded sequences, and the fact that compact operators map weakly null sequences to norm-null ones. The definitions of resolvent, σess, relative compactness and A-bound are shared with other chapters of this series and are intended for reuse. Contributions of general lemmas on LinearPMap resolvents are welcome.
Selected references
G. Teschl, Mathematical Methods in Quantum Mechanics, With Applications to Schrödinger Operators, Graduate Studies in Mathematics 99, AMS, 2009, Section 6.4. https://doi.org/10.1090/gsm/099
H. Weyl, Über beschränkte quadratische Formen, deren Differenz vollstetig ist, Rendiconti del Circolo Matematico di Palermo 27 (1909), 373–392. https://doi.org/10.1007/BF03019655
M. Reed and B. Simon, Methods of Modern Mathematical Physics IV: Analysis of Operators, Academic Press, 1978, Section XIII.4.
In quantum field theory a Ward–Takahashi identity is an identity between correlation functions that follows from a global or gauge symmetry of the theory. In quantum electrodynamics it was used by Ward (1950) and Takahashi (1957) to relate the wave-function renormalization of the electron to its vertex renormalization, and it is described in the source article as "the quantum version of classical current conservation associated to a continuous symmetry by Noether's theorem". In the path-integral formulation the identities are a reflection of the invariance of the functional measure under the symmetry; when the measure is not invariant one obtains the anomalous Ward–Takahashi identity (e.g. the chiral anomaly).
The continuum path integral of interacting QED is not a mathematically defined object, so the identities cannot be formalized literally. This mission formalizes the path-integral derivation in the setting where every step is rigorous: a finite lattice, where the functional measure is Lebesgue measure on a finite-dimensional space.
Setting
A field configuration of a complex scalar field on N sites is φ∈CN. The global U(1) symmetry acts by (Rθφ)y=eiθφy. The local generator at site x is (gxφ)y=δxyiφx, and the local variation of a real-differentiable functional F is δxF(φ)=DF(φ)[gxφ]. An action S:CN→R is U(1)-invariant if S∘Rθ=S for all θ. The (unnormalised, Euclidean) path integral of an observable F is
ZS[F]=∫CNF(φ)e−S(φ)dφ.
For invariant S, jx=δxS is the lattice divergence of the Noether current.
Formalization targets
Goal: two-point Ward–Takahashi identity
For a C1, U(1)-invariant action with the moment conditions (1+∥φ∥3)e−S∈L1 and ∥φ∥3∥DS∥e−S∈L1: current conservation ∑xjx=0, and for all sites x,y,z
ZS[jxφyφz]=i(δxy−δxz)ZS[φyφz].
Milestones
Invariance of Lebesgue measure under Rθ.
Lattice Noether theorem: ∑xδxS=0 for invariant S.
Infinitesimal measure invariance: ∫δxGdφ=0.
Local Ward–Takahashi identity: ZS[δxF]=ZS[FδxS].
Global Ward identity: ∑xZS[δxF]=0 for invariant S.
Anomalous identity for a linear generator A: ∫(DF[Aφ]−FDS[Aφ])e−S=−tr(A)ZS[F].
Significance
The goal is the lattice version of the statement that the divergence of the current inserted into a charged correlation function produces only contact terms — the structure of the QED identity in the source, whose right-hand side consists of amplitudes with shifted external momenta. The milestones isolate the three ingredients of the textbook derivation: invariance of the measure, Noether current conservation, and integration by parts; the anomalous version identifies the anomaly with the Jacobian (trace) of the transformation. The results are classical; to the drafter's knowledge they are not available in Mathlib in this form.
Difficulty
The identities are elementary on paper; the work is analytic bookkeeping. Integration by parts must be justified on the non-compact space CN with non-constant vector fields φ↦gxφ or Aφ, so the "surface terms vanish" step of the physics derivation has to be replaced by explicit integrability hypotheses, and products with complex conjugates require real (not complex) differentiability throughout.
Formalization scope
Fields are Fin N → ℂ with the sup norm and the product Lebesgue measure; derivatives are real Fréchet derivatives (fderiv ℝ); integrals are Bochner integrals, which take the value 0 on non-integrable integrands. The weight is Euclidean, e−S, and all identities are stated for unnormalised integrals (normalised expectations are ratios by ZS[1]). Hypotheses are satisfiable: e.g. any Gaussian action S(φ)=∑y∣φy∣2 is U(1)-invariant and satisfies all moment conditions, so the goal is not vacuous. Continuum QED, renormalization and the S-matrix Ward identity are out of scope.
Susskind 2022: Separation of Scales in Double-Scaled SYKResearch Paper
Motivation
A recent conjecture proposes a holographic duality between a static patch of Jackiw–Teitelboim (JT) gravity with positive cosmological constant, a two-dimensional reduction of three-dimensional de Sitter gravity, and the double-scaled SYK model at infinite temperature (DSSYK∞). The conjecture comes from Susskind (arXiv:2109.14104, arXiv:2205.00315), Lin–Susskind (arXiv:2206.01083) and Rahman. In the paper arXiv:2209.09999, Susskind looks at the semiclassical limit of de Sitter space, where the horizon entropy diverges. There physics splits into a cosmic sector, sensitive to the de Sitter radius Lc, and a microscopic (string) sector, which does not see it. The paper argues that the N→∞ limit of DSSYK∞ shows the same split, with the two sectors separated by a factor of q. This parallel is offered as evidence for the duality.
Most of the paper's arguments are heuristic scaling estimates. Several of them rest on explicit closed-form expressions: the epidemic scrambling function, the large-q correlators, and the second moments of the Hamiltonians. These can be stated and proved as precise limit theorems. This mission collects them.
Setting
The SYK model has N Majorana fermions χi with χi2=1, coupled by q-body interactions with Gaussian random couplings. The cosmic Hamiltonian is Hc=∑∣I∣=qjIχI, where the (qN) couplings jI have variance ⟨jj⟩=q!J2/Nq−1 (eq. (3.4)), and J>0 is a fixed energy. The string Hamiltonian is Hs=Hc/q (eq. (3.7)). Cosmic timetc and string timets are related by ts=qtc.
The double-scaled limit is a sequence of models (Nn,qn) with
Nn→∞,Nnqn2→λ>0(eq. (3.3)).
In particular qn→∞. Infinite temperature means expectations are taken in the maximally mixed state.
In DSSYK∞ scrambling is described by the epidemic scrambling probability (eq. (8.1))
PN,q(tc)=1−(1+Nqe(q−1)Jtc)−q−11.
The infinite-temperature second moments of the two Hamiltonians are
Early scrambling is ordinary fast scrambling in string units (8.3). Late scrambling is a quasinormal-mode decay in cosmic units (8.6).
Milestones
Eq. (8.3): NP(ts/q)→eJts (fast scrambling in string units).
Eq. (8.6): 1−P(tc)→e−Jtc for tc>0 (hyperfast scrambling in cosmic units).
Eqs. (8.4)–(8.5): at Δtc=logq/(qJ), qNP→λlog(1+λ), so fast scrambling ends at P∼q/N.
Eqs. (4.1)–(4.3): ∫Rcosh−2(Jqt)dt=2/(Jq), the emergent string scale Ls=1/(Jq) as IR regulator.
Eqs. (9.3)–(9.4): (cosh−2(Jqtc))1/q→e−2∣J∣∣tc∣, the fermion correlator decaying on the cosmic scale.
Eq. (11.1): ⟨Hc2⟩/N→J2e−λ/2 and ⟨Hc2⟩→∞.
Eq. (11.2): ⟨Hs2⟩→J2e−λ/2/λ (finite).
Significance
The goal theorem is the paper's clearest quantitative instance of the separation of scales. The same function (8.1) shows a finite-rate exponential onset only in string time, and a finite-rate exponential saturation only in cosmic time. Neither regime survives in the other's units. Milestones 6–7 are the quantitative input to the paper's claim, attributed to H. Lin, that the cosmic Hamiltonian is not in the cosmic algebra while the string Hamiltonian passes the corresponding fluctuation test. Milestones 4–5 make precise the emergence of the string scale and the confinement of fermions near the horizon.
On formalization: the paper derives these limits by informal asymptotics, and some are stated only up to "∼". The formal statements fix the exact constants. Two of them differ from the paper's displayed formulas: the factor e−λ/2 in (11.1)–(11.2), which comes from (qN)q!/Nq→e−λ/2 when q2/N→λ, and the factor 2 in the exponent of (9.4). The paper's qualitative conclusions are unchanged. At the time of drafting, a search of the platform found no existing formal statements of these results.
Difficulty
Every statement is a limit in which two large parameters, N and q∼λN, compete inside an exponent. The naive move of expanding (1+x)−1/(q−1) to first order is valid only when x→0. In the goal's late-time regime x=Nqe(q−1)Jtc diverges, and at the end of the fast window x→λ stays finite. Each regime needs its own uniform control of log(1+x)/(q−1). The Hamiltonian milestones need the product asymptotics ∏k<q(1−k/N)→e−λ/2 under q2/N→λ, which is a second-order effect that first-order Stirling-type estimates miss.
Formalization scope
Nn,qn are natural-number sequences. The double-scaled limit is the predicate λ>0∧Nn→∞∧qn2/Nn→λ (real division). There is no parity or q≤N assumption.
PN,q uses a real power with base ≥1. The degenerate values at q∈{0,1} or N=0 affect only finitely many terms.
⟨Hc2⟩ and ⟨Hs2⟩ are defined by their closed forms. The operator-level identity (Wick contraction in the maximally mixed state) is not part of this mission. The integral in milestone 4 is the Lebesgue integral over R, and its nonzero value rules out the "non-integrable, hence 0" reading.
All statements are ordinary limits of real sequences. None is vacuous: the double-scaled predicate is satisfiable, e.g. by Nn=n, qn=⌊λn⌋.
Needed infrastructure: elementary real asymptotics (Mathlib's Filter.Tendsto, Real.rpow, Real.log, Real.cosh) and an improper integral of sech2. Reusable lemmas about (qN)q!/Nq in the regime q2/N→λ are welcome.
Selected references
L. Susskind, De Sitter Space, Double-Scaled SYK, and the Separation of Scales in the Semiclassical Limit, 2022. arXiv:2209.09999
L. Susskind, Scrambling in Double-Scaled SYK and De Sitter Space, 2022. arXiv:2205.00315
H. Lin, L. Susskind, Infinite Temperature's Not So Hot, 2022. arXiv:2206.01083
J. Maldacena, D. Stanford, Remarks on the Sachdev-Ye-Kitaev model, Phys. Rev. D 94 (2016) 106002. arXiv:1604.07818
D. A. Roberts, D. Stanford, A. Streicher, Operator growth in the SYK model, JHEP 06 (2018) 122. arXiv:1802.02633
V. Chandrasekaran, R. Longo, G. Penington, E. Witten, An Algebra of Observables for de Sitter Space, 2022. arXiv:2206.10780
String Theory (Tong) III: Modular Invariance of the One-Loop Partition FunctionTextbook
Motivation
At one loop, the worldsheet of a closed string is a torus, and the one-loop vacuum amplitude of the bosonic string is an integral over all conformally inequivalent tori. Two tori with modular parameters τ and τ′ are equivalent exactly when τ′=(aτ+b)/(cτ+d) for an integer matrix of determinant one, so a consistent string amplitude must be built from SL(2,Z)-invariant data. In David Tong's Cambridge Part III lecture notes (Section 6.4), the partition function of the bosonic string is computed in lightcone gauge and written in terms of the Dedekind eta function; the notes then observe that the measure and the integrand are individually modular invariant. This invariance is the mechanism by which string theory avoids the ultraviolet divergences of point-particle loops: the integration region is a fundamental domain that never reaches Imτ→0 (Polchinski 1986).
Setting
Write H={τ∈C:Imτ>0}. A modular transformation is the map
τ⟼γτ=cτ+daτ+b,a,b,c,d∈Z,ad−bc=1,(6.19)
generated by T:τ↦τ+1 and S:τ↦−1/τ. With q=e2πiτ the Dedekind eta function is
η(τ)=q1/24n=1∏∞(1−qn)=e2πiτ/24n=1∏∞(1−e2πinτ),
convergent and non-vanishing on H. The partition function of a single free scalar field on the torus is, up to constant factors, (6.20)
where F={∣τ∣≥1,∣Reτ∣≤21} is the standard fundamental domain.
Formalization targets
Goal: the string integrand is modular invariant
For every τ∈H and all a,b,c,d∈Z with ad−bc=1,
F(cτ+daτ+b)=F(τ).
Milestones (Section 6.4, in the order of the notes)
S and T generate SL(2,Z).
Every τ∈H is mapped into F by some modular transformation.
Im(γτ)=Imτ/∣cτ+d∣2 and d(γτ)/dτ=1/(cτ+d)2 (so d2τ↦d2τ/∣cτ+d∣4).
The measure d2τ/(Imτ)2 on H is SL(2,Z)-invariant.
η(τ+1)=e2πi/24η(τ).
η(−1/τ)=−iτη(τ).
Zscalar is modular invariant.
Significance
The result. Modular invariance of the integrand is what makes the one-loop string amplitude well defined as an integral over the moduli space of tori, rather than over the whole upper half-plane: restricting to F is only consistent because nothing depends on the representative. It is the first instance of a consistency condition that, in the superstring, constrains the allowed gauge groups and spectra.
Formalizing it. The eta transformation laws are classical (Apostol 1990, Ch. 3); Mathlib contains the definition of the eta function and results on SL(2,Z) and its fundamental domain, but, to the mission author's knowledge, not the S-transformation law of η. The mission produces a self-contained formal statement of the physics claim "both the measure and the integrand are individually modular invariant" and asks for its proof; milestones 1–2 are expected to follow from existing Mathlib results, milestone 6 is the analytic core.
Difficulty
The T-law is immediate from the product. The S-law η(−1/τ)=−iτη(τ) is not visible from the product formula at all: it requires either Poisson summation / the Jacobi triple product for theta functions, or a Mellin-transform / Eisenstein-series argument (logη is an Eichler integral of E2), together with care about the branch of the square root. Passing from generators to all of SL(2,Z) requires an induction on words in S and T in which the multiplier ∣cτ+d∣ must be tracked.
Formalization scope
Points of H are represented as complex numbers τ with the hypothesis 0<Imτ; a modular transformation is given by four integers with ad−bc=1 and acts by TongString.modularAction a b c d τ = (aτ+b)/(cτ+d). The eta function is defined directly by Tong's product formula as TongString.dedekindEta, using Mathlib's unconditional infinite product tprod. The square root in the S-law is the principal branch, (−iτ)1/2, which is the one intended since Re(−iτ)>0. The invariant measure is formalized as the measure on C with density (Imτ)−2 with respect to Lebesgue measure restricted to H, and invariance as equality of push-forward measures. Constant prefactors that Tong explicitly drops (powers of α′, 4π2) are omitted. Because every statement is restricted to Imτ>0, where η has no zeros, the reciprocal 1/∣η∣ is never a division by zero, so no statement is vacuous.
The Mathematics of Water I: Poiseuille's LawTextbook
Motivation
How much fluid does a pipe carry for a given pressure drop? For slow, viscous flow the answer is Poiseuille's law, Q=πΔpd4/(128ηL). It is the standard first quantitative model of blood flow in vessels and appears in Lecture 15 ("The Mathematics of Water") of the Drexel biophysics course PHYS 461/561 (Fall 2011), where it is derived from the Navier–Stokes equation and then used to estimate flow speeds in capillaries. The fourth-power dependence on the diameter is what makes small changes in vessel radius matter so much physiologically.
Setting
A Newtonian fluid of viscosity η>0 flows steadily through a straight cylindrical pipe of diameter d>0 and length L>0 under a pressure drop Δp=p(0)−p(L). By cylindrical symmetry the velocity is axial, v=v(r)ez, where r is the distance to the axis. The force balance on a thin cylindrical shell (slide 14), integrated along the pipe (slide 15), gives the radial equation
r1drd(rdrdv)=−ηLΔp,0<r<2d,
with boundary conditions: v finite at the axis, and no slip, v(d/2)=0, at the wall. The flow rate is Q=∫0d/2v(r)2πrdr and the average velocity is ⟨v⟩=Q/(πd2/4).
Target
Milestones, in order:
(slide 15) Every solution of the radial equation on (0,R) has the form v(r)=−ηLΔp4r2+C1lnr+C2.
(slide 16) Boundedness at the axis and no slip force v(r)=4ηLΔp(4d2−r2) on (0,d/2].
(slide 16) For this profile, Q=128ηLπΔpd4.
(slides 16–17) For this profile, ⟨v⟩=32ηLΔpd2.
Goal (Poiseuille's law): for every pipe flow v as above,
Q=∫0d/2v(r)2πrdr=128ηLπΔpd4.
Significance
The result is classical and completely known; the value of the mission is a clean, machine-checked version of the full chain from the radial ODE and its boundary conditions to the flow-rate formula, rather than just the final integral. The ODE-uniqueness step (milestones 1–2), which uses boundedness at the axis to exclude the logarithmic solution, is the part lecture notes usually wave through.
Difficulty
Milestones 3 and 4 are calculus exercises. The real work is milestones 1–2: turning "integrate twice" into a rigorous statement on an open interval (a function with zero derivative on an interval is constant), and then showing that boundedness near r=0 forces C1=0 (because lnr→−∞) and that continuity plus no-slip at the wall fixes C2.
Formalization scope
All quantities are real. The ODE is imposed pointwise on the open interval (0,d/2) with explicit differentiability; "v(r=0)<∞" is encoded as boundedness of v on (0,d/2), and the wall condition as v(d/2)=0 plus continuity from inside. η,L,d are assumed positive in every theorem; Δp is an arbitrary real. The pressure field itself is not modelled: the statements start from the integrated radial equation of slide 15. Two typos on the slides are corrected: slide 15 writes the homogeneous term as C1/r2 (correct: C1lnr), and slide 16 prints ⟨v⟩=Δpd4/(128ηL) (correct, as used on slide 17: Δpd2/(32ηL)). All definitions are in the single definition file MathematicsOfWater_PipeFlow; all declarations use the namespace MathematicsOfWater.