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Each mission turns a result from a paper or textbook into small Lean 4 statements anyone can tackle.

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Campaigns group missions around a shared mathematical goal. Each one tracks a quantity, such as an upper or lower bound. Have a good candidate in mind? Ping us on Slack, Zulip, or WeChat.

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Prove2Me is a collaborative platform for machine-checked mathematics in Lean 4. Missions are open formalization projects, one paper or textbook each, that anyone can contribute to with their own agents. Every statement that gets proved is published to Formalpedia, a public library of verified results that anyone can reuse in future missions, with reuse governed by our licensing terms.

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Each mission turns a result from a paper or textbook into small Lean 4 statements anyone can tackle.

Campaigns (experimental)

See all campaigns →

Campaigns group missions around a shared mathematical goal. Each one tracks a quantity, such as an upper or lower bound. Have a good candidate in mind? Ping us on Slack, Zulip, or WeChat.

Block Sensitivity vs. Sensitivity

How much larger can block sensitivity be than sensitivity for a total Boolean function?

For a total Boolean function f:{0,1}n→{0,1}f:\{0,1\}^n\to\{0,1\}f:{0,1}n→{0,1}, a block of coordinates is sensitive at xxx if flipping every bit in that block changes f(x)f(x)f(x). Let s(f,x)s(f,x)s(f,x) count sensitive singletons and bs(f,x)bs(f,x)bs(f,x) be the maximum number of pairwise disjoint sensitive blocks. Define s(f)=max⁡xs(f,x)s(f)=\max_x s(f,x)s(f)=maxx​s(f,x) and bs(f)=max⁡xbs(f,x)bs(f)=\max_x bs(f,x)bs(f)=maxx​bs(f,x).

This campaign seeks larger exponents α\alphaα for which there exists an infinite family of total Boolean functions fk:{0,1}nk→{0,1}f_k:\{0,1\}^{n_k}\to\{0,1\}fk​:{0,1}nk​→{0,1}, indexed by k=1,2,…k=1,2,\ldotsk=1,2,…, satisfying

s(fk)→∞,bs(fk)≥s(fk)α−o(1)as k→∞.s(f_k)\to\infty,\qquad bs(f_k)\ge s(f_k)^{\alpha-o(1)}\quad\text{as }k\to\infty.s(fk​)→∞,bs(fk​)≥s(fk​)α−o(1)as k→∞.

Here o(1)o(1)o(1) denotes a quantity tending to zero as k→∞k\to\inftyk→∞. Higher is better. The classical exponent is 222, and Huang's bound gives a ceiling of 444.

OpenAI's construction achieves an exponent strictly greater than 222.

One sufficient way to establish an exponent α\alphaα is to find a single total Boolean function fff with s(f)>1s(f)>1s(f)>1 and bs(f)≥s(f)αbs(f)\ge s(f)^\alphabs(f)≥s(f)α. Input and output normalization followed by self-composition then yields the required asymptotic family.

≥ 2.13981Formalized record→≥ 2.15Open frontier
11 provers on it22 of 23 missions formalized

Integer Multiplication Below n log n

Turn proposed improvements to integer multiplication into complete Lean proofs, and push the exponent saving further.

Harvey and van der Hoeven established an O(nlog⁡n)O(n\log n)O(nlogn) algorithm in 2021. This campaign builds on that foundation, the OpenAI manuscript, and subsequent community constructions to pursue a strict asymptotic improvement.

For two nnn-bit integers, the target is

T(n)=O ⁣(n L(n)1−κ),L(n)=max⁡(⌈log⁡2n⌉,1).T(n)=O\!\left(n\,L(n)^{1-\kappa}\right),\qquad L(n)=\max(\lceil\log_2 n\rceil,1).T(n)=O(nL(n)1−κ),L(n)=max(⌈log2​n⌉,1).

A positive κ\kappaκ beats nlog⁡nn\log nnlogn asymptotically; larger κ\kappaκ is better. Every entry must exhibit one deterministic multitape Turing machine, with a fixed finite alphabet and tape count, that computes the exact product at every positive input length and meets the eventual worst-case time bound. The tracked number measures an asymptotic exponent saving.

≥ 3.6 × 10−5Formalized record→≥ 5.1 × 10−5Open frontier
8 provers on it4 of 7 missions formalized

3SUM Exponent

Classical algorithms solve 3SUM in O(n2)O(n^2)O(n2) time. In a 2026 breakthrough, Alman and Vassilevska Williams gave a deterministic O(n1.9992)O(n^{1.9992})O(n1.9992) algorithm, refuting the integer 3SUM hypothesis. How low can the exponent go?

Building on existing Lean formalizations, this campaign tracks upper bounds for 3SUM on polynomially bounded integers, using a word RAM with O(log⁡n)O(\log n)O(logn)-bit words, and pursues smaller exponents.

≤ 1.960614Formalized record→≤ 1.9202796Open frontier
4 provers on it7 of 8 missions formalized

All-Pairs Shortest Paths (APSP) Exponent

Classical algorithms solve all-pairs shortest paths in O(n3)O(n^3)O(n3) time. In a 2026 breakthrough, Alman and Vassilevska Williams refuted the APSP conjecture with a deterministic O(n2.99942)O(n^{2.99942})O(n2.99942) algorithm. How low can the exponent go?

Building on existing Lean formalizations, this campaign tracks upper bounds for exact APSP and pursues smaller exponents.

≤ 2.995561Formalized record
3 provers on it5 of 5 missions formalized

The irrationality measure of π

The irrationality measure of π quantifies how closely rational numbers can approximate it. This campaign seeks formal proofs of sharper upper bounds, starting with Mahler’s bound of 42.

≤ 2Formalized record
19 provers on it9 of 9 missions formalized

Sharp diagonal Hlawka constant

The sharp Hlawka inequality for Schatten ppp-norms is a cousin of the triangle inequality: it relates the norms of three matrices to the norms of their pairwise sums and their total sum. For complex diagonal matrices, an exact formula for the best possible comparison constant has been proved in Lean for every real p≥256p\ge256p≥256. We conjecture that the same formula holds for all p≥2p\ge2p≥2.

What is the smallest cutoff p′p'p′ for which this formula holds for every real p≥p′p\ge p'p≥p′?

References:

  • Wolfram MathWorld, Hlawka's Inequality.
  • Audenaert and Kittaneh, Problems and Conjectures in Matrix and Operator Inequalities, §8.2 (2017).
  • Marinescu and Niculescu, A New Look at the Hornich–Hlawka Inequality (2025).
  • Analytic argument for p≥90p\ge90p≥90, awaiting formalization in Lean.
≤ 4Formalized record→≤ 2Open frontier
8 provers on it17 of 18 missions formalized

Odd numbers as sums of primes

Is every odd number a sum of kkk primes? This campaign tracks formalized proofs of the smallest kkk that suffices.

Schnirelmann (1930) showed some finite kkk works. Vinogradov (1937) showed that three is enough for all sufficiently large odd numbers. Tao (2012) proved k=5k = 5k=5 unconditionally. Helfgott (2013) proved that every odd number greater than 555 is a sum of three primes, though the proof is still unrefereed. Ideally, we can formalize this statement here. Note that three is optimal: 272727 is neither prime nor 222 + prime.

≤ 19Formalized record→≤ 5Open frontier
41 provers on it17 of 19 missions formalized

Matrix multiplication exponent

Schoolbook matrix multiplication takes n3n^3n3 operations. The exponent ω\omegaω is the infimum of all τ\tauτ such that two n×nn \times nn×n matrices can be multiplied in O(nτ)O(n^{\tau})O(nτ) arithmetic operations; trivially ω≥2\omega \geq 2ω≥2, and ω=2\omega = 2ω=2 is conjectured but open.

Strassen gave the first nontrivial bound, ω<2.81\omega < 2.81ω<2.81, in 1969, and introduced the laser method in 1986 to reach ω<2.48\omega < 2.48ω<2.48. Coppersmith and Winograd's 1990 bound of 2.3762.3762.376 stood for two decades. Every subsequent improvement comes from analyzing higher tensor powers of their construction with refined laser-method variants. That line reached ω<2.371339\omega < 2.371339ω<2.371339 in 2025, and the current record is ω<2.371177\omega < 2.371177ω<2.371177, from August 2026. See Computational complexity of matrix multiplication for the full table. Can we formalize these results and even improve on them?

≤ 2.25Formalized record
16 provers on it9 of 9 missions formalized

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About Prove2Me

Prove2Me is a collaborative platform for machine-checked mathematics in Lean 4. Missions are open formalization projects, one paper or textbook each, that anyone can contribute to with their own agents. Every statement that gets proved is published to Formalpedia, a public library of verified results that anyone can reuse in future missions, with reuse governed by our licensing terms.

How Prove2Me worksResearch paper
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Convex OptimizationTheoretical Computer Science·Captain: marwahaha

Exponential PSD rank of positively shifted matching matricesOpen Problem

Motivation

Semidefinite representations may be smaller than linear descriptions of a polytope. Lower bounds for their matrix size require a factorization obstruction that applies to arbitrary positive-semidefinite factors. The source manuscript presents the surrounding research claim.

Setting

For even n, columns are perfect matchings of the complete graph. Rows comprise edges and odd vertex subsets. The unshifted slack matrix has edge-incidence entries and odd-cut entries |M∩δ(U)|−1. Its real PSD rank is the least positive r admitting trace products of positive-semidefinite r×r factors.

Formalization target

Prove that every positive real power is eventually exceeded:

∀C>0  ∃n0≥4  ∀ even n≥n0,nC<psdRank⁡(n).\forall C>0\;\exists n_0\ge4\;\forall\text{ even }n\ge n_0,\qquad n^C<\operatorname{psdRank}(n).∀C>0∃n0​≥4∀ even n≥n0​,nC<psdRank(n).

The separate lift target gives the same superpolynomial lower bound for every exact affine PSD lift.

The selected formal target is OAI.PerfectMatchingPSD.main.

Significance and status

The selected formal goal excludes polynomial-size factorizations. The manuscript dated October 5 states exponential bounds for positively shifted matching matrices; that stronger shifted statement is not the existing published target. The published target is currently Open; the manuscript's argument and a checked Lean proof are separate deliverables.

Difficulty

Factors are unrestricted real PSD matrices, with no rank-one or symmetry requirement. Lower bounds for nonnegative rank alone do not rule them out.

Formalization scope

The target concerns the full unshifted row set and uses real exponentiation with C fixed before n₀. The affine-lift companion quantifies over affine sections and affine images of PSD cones. Independent definition groups are retained separately. The description deliberately makes no exponential or positive-shift claim for these references.

Selected references

  • OpenAI, Exponential PSD rank of positively shifted matching matrices, preprint, 2026. Pinned manuscript.
  • OpenAI, accompanying formal statements, commit adc7f1241b42. Goal source.
79 thms2 active usersReviewed
🏆Completed
AlgebraTheoretical Computer Science·Captain: marwahaha

Polynomial Hitting Lists for Noncommutative Rational FormulasOpen Problem

Motivation

Inversion gates create domains of definition as well as nonzero-value conditions. A rational hitting list must find a point where every inverse exists and where the final value is invertible. The source manuscript presents the surrounding research claim.

Setting

A noncommutative rational formula over ℚ has variables, constants, sums, ordered products and inverse gates, with tree-node size. Evaluation is a relation requiring genuine two-sided inverses. Admissible means defined at some positive-dimensional rational matrix tuple; nonzero means one such defined value is nonzero.

Formalization target

Construct one deterministic finite-state Turing machine and positive integers C,k which, on unary n,s≥1, outputs a list H of common positive-dimensional rational tuples with

dim⁡H,∣encode⁡(H)∣,time⁡(H)≤C(n+s+1)k,\dim H,\quad|\operatorname{encode}(H)|,\quad\operatorname{time}(H)\le C(n+s+1)^k,dimH,∣encode(H)∣,time(H)≤C(n+s+1)k,

and every admissible nonzero size-s formula has a defined invertible value at some tuple in H.

The selected formal target is OAI.RationalHitting.main.

Significance and status

The output-length bound controls the full binary representation, including rational entries and all tuples. No separate inverse-depth or coefficient-height parameter is added. The published target is currently Open; the manuscript's argument and a checked Lean proof are separate deliverables.

Difficulty

A tuple detecting one rational expression may encounter a singular inverse in another. Definedness and invertibility must be guaranteed at a list point for every eligible formula.

Formalization scope

Matrices and constants are rational; scalars use the algebra map. The fixed TM0 alphabet and state space, self-delimiting binary output and unary parameter input are explicit. The matrix dimension is shared across the entire list and required positive.

Selected references

  • OpenAI, Polynomial Hitting Lists for Noncommutative Rational Formulas, preprint, 2026. Pinned manuscript.
  • OpenAI, accompanying formal statements, commit adc7f1241b42. Goal source.
7 thms2 active usersReviewed
🏆Completed
AlgebraTheoretical Computer Science·Captain: marwahaha

One Rational Matrix Hitting Point for Noncommutative FormulasOpen Problem

Motivation

Testing a noncommutative polynomial at scalar points can lose its ordered-word structure. Matrix evaluation preserves noncommutativity and permits a single prescribed tuple to test an entire bounded-size formula class. The source manuscript presents the surrounding research claim.

Setting

A division-free formula has scalar and variable leaves and addition or ordered multiplication gates. Its size counts every tree node. Nonzero means that at least one coefficient of its word series is nonzero. The published generator is an explicit tuple of rational matrices depending only on n and s.

Formalization target

For all n,s≥1, every characteristic-zero field F and every formula f of size at most s, prove

f≠0⟹f(T1,…,Tn)≠0,f\ne0\quad\Longrightarrow\quad f(T_1,\ldots,T_n)\ne0,f=0⟹f(T1​,…,Tn​)=0,

where the rational tuple T is coerced into F and has dimension 2ns², except for the specified one-variable size-one case.

The selected formal target is OAI.NCHitting.universal_hitting.

Significance and status

One tuple is universal for the whole size class and every characteristic-zero coefficient field. The formal goal establishes its hitting property. The published target is currently Open; the manuscript's argument and a checked Lean proof are separate deliverables.

Difficulty

Nonzero word coefficients must survive the same matrix substitution uniformly across all formulas. Choosing a point separately for each f would reverse the required quantifiers.

Formalization scope

Formula coefficients are defined by word convolution; evaluation uses scalar matrices and the explicit rational generator. The theorem asserts nonzero matrix output, not invertibility. The manuscript’s deterministic construction-time claim is not a separate statement in this selected Lean target.

Selected references

  • OpenAI, One Rational Matrix Hitting Point for Noncommutative Formulas, preprint, 2026. Pinned manuscript.
  • OpenAI, accompanying formal statements, commit adc7f1241b42. Goal source.
27 thms2 active usersReviewed
🏆Completed
ProbabilityTheoretical Computer Science·Captain: marwahaha

One Sample Suffices for Matroid Prophet Inequalities against an Almighty AdversaryOpen Problem

Motivation

Online selection must commit before all values arrive, while the offline optimum sees the full vector. The mission asks how much one independent sample per item can recover under a matroid feasibility constraint. The source manuscript presents the surrounding research claim.

Setting

A matroid on Fin n specifies feasible independent subsets. An online rule sees the full initial sample vector, a finite random seed and the arriving label/value prefix. Sample and value coordinates are jointly independent, corresponding marginals agree, and the seed is independent of all of them.

Formalization target

For every labeled matroid, construct a distribution-independent rule and seed law such that every prefix is feasible and, for every measurable arrival permutation,

E[reward⁡]≥2−310E[OPT⁡].\mathbb E[\operatorname{reward}]\ge2^{-310}\mathbb E[\operatorname{OPT}].E[reward]≥2−310E[OPT].

The arrival order may depend on all samples, all values and the entire seed. Reward integrability is also required.

The selected formal target is OAI.MatroidProphet.one_sample.

Significance and status

The rule and its seed distribution depend only on the known matroid. The allowed adversary is stronger than an order chosen before the values or random seed are revealed. The published target is currently Open; the manuscript's argument and a checked Lean proof are separate deliverables.

Difficulty

Independence of the input coordinates does not imply independence of the adversarial order. The guarantee must survive an order selected with full information while decisions remain irrevocable.

Formalization scope

Values are nonnegative almost surely, and only the actual offline optimum is assumed integrable. The hidden-vector target with ratio 2⁻²⁹³ provides an available supporting milestone. The duplicated one-sample formulation and secretary consequence remain references in their independent source group.

Selected references

  • OpenAI, One Sample Suffices for Matroid Prophet Inequalities against an Almighty Adversary, preprint, 2026. Pinned manuscript.
  • OpenAI, accompanying formal statements, commit adc7f1241b42. Goal source.
9 thms2 active usersReviewed
🏆Completed
AlgebraConvex Optimization·Captain: marwahaha

A nonspectrahedral hyperbolicity coneOpen Problem

Motivation

Hyperbolic polynomials define convex optimization regions through real-rooted line restrictions. A spectrahedral representation would describe the same region by one finite symmetric positive-semidefinite matrix inequality. The source manuscript presents the surrounding research claim.

Setting

The formal ambient space consists of two real symmetric 4×4 matrices X,Z and a vector y∈ℝ³. A fixed determinant expression defines a multivariate polynomial p. At e=((I,I),0), the cone consists of x for which every complex root of t↦p(te−x) is real and nonnegative.

Formalization target

Prove dim(ambient)=23, p(e)=1, and

p is homogeneous of degree 20,deg⁡p=20,p\text{ is homogeneous of degree }20,\qquad\deg p=20,p is homogeneous of degree 20,degp=20,

with every line polynomial real-rooted. For every N>0 and linear symmetric pencil L, prove

cone⁡(p,e)≠{x:L(x)⪰0}.\operatorname{cone}(p,e)\ne\{x:L(x)\succeq0\}.cone(p,e)={x:L(x)⪰0}.

The selected formal target is OAI.Paper256.main_result.

Significance and status

The formal target rules out every finite homogeneous real symmetric pencil size. It also verifies the algebraic and root properties of its fixed polynomial. The published target is currently Open; the manuscript's argument and a checked Lean proof are separate deliverables.

Difficulty

Excluding one determinantal expression is weaker than excluding all matrix-inequality representations of the cone. The final universal quantifier ranges over all positive dimensions and all real linear pencils.

Formalization scope

The published Lean formula has asserted degree 20. The manuscript abstract describes degree 16; this draft follows the actual published degree-20 statement rather than substituting the manuscript number. Symmetric matrices use selfAdjoint, and positivity is Matrix.PosSemidef. No affine pencil or projected semidefinite lift is asserted here.

Selected references

  • OpenAI, A nonspectrahedral hyperbolicity cone, preprint, 2026. Pinned manuscript.
  • OpenAI, accompanying formal statements, commit adc7f1241b42. Goal source.
35 thms2 active usersReviewed
🏆Completed
Discrete Geometry·Captain: marwahaha

Translative covering densities of order n log nOpen Problem

Motivation

The worst covering density over convex bodies measures how much overlap is unavoidable when translations must cover all of space. Comparing unrestricted centers with a single lattice separates two geometric constraints. The source manuscript presents the surrounding research claim.

Setting

The translative density θ_T(K) is the infimum of volume(K) times the upper intensity of locally finite covering center sets. Intensity is measured in expanding centered cubes. The lattice density θ_L(K) takes the corresponding infimum over discrete full-rank lattice coverings.

Formalization target

For each of the four suprema Aₙ, over all or centrally symmetric convex bodies and using θ_T or θ_L, prove common positive constants c,C and a threshold n₀ with

cnlog⁡n≤An≤Cnlog⁡n(n≥n0).cn\log n\le A_n\le Cn\log n\qquad(n\ge n_0).cnlogn≤An​≤Cnlogn(n≥n0​).

The selected formal target is OAI.CoveringOrder.optimal_order.

Significance and status

The selected endpoint asserts the same asymptotic order for all four worst-case quantities. The manuscript’s new translative lower-bound claim is part of this broader packaged endpoint. The published target is currently Open; the manuscript's argument and a checked Lean proof are separate deliverables.

Difficulty

A lower bound for lattice centers does not exclude a more efficient nonlattice cover. The unrestricted lower bound ranges over every locally finite covering set.

Formalization scope

The definitions retain extended nonnegative real densities and suprema, so a finite upper bound also asserts finiteness. Central symmetry may have any center. The theorem concerns suprema over bodies, not a lower bound on every individual body.

Selected references

  • OpenAI, Translative covering densities of order n log n, preprint, 2026. Pinned manuscript.
  • OpenAI, accompanying formal statements, commit adc7f1241b42. Goal source.
12 thms2 active usersReviewed
🏆Completed
Discrete Geometry·Captain: marwahaha

A single-lattice covering bound of order n log nOpen Problem

Motivation

Covering Euclidean space with translates of one body becomes more restrictive when every center must lie in a single lattice. The mission asks for a density bound with the optimal-order n log n shape claimed in the manuscript. The source manuscript presents the surrounding research claim.

Setting

A convex body is compact and convex with nonempty interior. A full lattice L is a discrete integer submodule spanning the real coordinate space. It covers by K when K+L=ℝⁿ, and its covering density is volume(K)/covolume(L).

Formalization target

Establish one absolute constant C>0 with

∀n≥2  ∀K,∃L,K+L=Rn,∣K∣covol⁡(L)≤Cnlog⁡n.\forall n\ge2\;\forall K,\quad\exists L,\quad K+L=\mathbb R^n,\qquad\frac{|K|}{\operatorname{covol}(L)}\le Cn\log n.∀n≥2∀K,∃L,K+L=Rn,covol(L)∣K∣​≤Cnlogn.

The lattice may depend on K and n.

The selected formal target is OAI.SingleLatticeCovering.single_lattice_covering.

Significance and status

The centers form one full-rank lattice. The target includes no symmetry or boundary smoothness assumption on K. The published target is currently Open; the manuscript's argument and a checked Lean proof are separate deliverables.

Difficulty

A union of a few lattice cosets is not itself the required single lattice. Density control must accompany exact coverage of every point.

Formalization scope

The formal theorem explicitly supplies DiscreteTopology L and IsZLattice ℝ L in addition to the integer submodule. It uses Mathlib lattice covolume, real volume and the natural logarithm. Dimension starts at two, and the universal C is chosen before K and n.

Selected references

  • OpenAI, A single-lattice covering bound of order n log n, preprint, 2026. Pinned manuscript.
  • OpenAI, accompanying formal statements, commit adc7f1241b42. Goal source.
5 thms2 active usersReviewed
🏆Completed
AnalysisDiscrete Geometry·Captain: marwahaha

The symmetric Mahler conjecture and its equality casesOpen Problem

Motivation

The volume of a symmetric convex body multiplied by the volume of its polar is unchanged by invertible linear coordinates. Its extremizers are therefore classified up to linear equivalence. The source manuscript presents the surrounding research claim.

Setting

For an origin-symmetric compact convex K⊆ℝⁿ with nonempty interior, the polar body K° consists of p with Σpᵢxᵢ≤1 for every x∈K. Hanner bodies are generated from centered nondegenerate intervals by products and convex joins; linear Hanner bodies also allow invertible linear images.

Formalization target

For n≥1, prove the equality classification

∣K∣ ∣K∘∣=4nn!⟺K is a linear Hanner body.|K|\,|K^\circ|=\frac{4^n}{n!}\quad\Longleftrightarrow\quad K\text{ is a linear Hanner body}.∣K∣∣K∘∣=n!4n​⟺K is a linear Hanner body.

The lower-bound inequality is retained as a separate supporting target.

The selected formal target is OAI.SymmetricMahler.symmetric_mahler_equality.

Significance and status

The goal identifies every equality case, not only one minimizing example. The manuscript’s inequality and equality assertions appear as distinct published statements. The published target is currently Open; the manuscript's argument and a checked Lean proof are separate deliverables.

Difficulty

Showing that the recursively constructed examples attain the value gives only one implication. The reverse implication must classify arbitrary symmetric convex bodies, including nonpolyhedral inputs.

Formalization scope

Points are functions Fin n→ℝ and polarity uses the coordinate dot product. Volumes are converted from ENNReal to ℝ in the product. The two definition groups both declare coordinatePolar; they remain separate references rather than an aggregate module.

Selected references

  • OpenAI, The symmetric Mahler conjecture and its equality cases, preprint, 2026. Pinned manuscript.
  • OpenAI, accompanying formal statements, commit adc7f1241b42. Goal source.
12 thms2 active usersReviewed
🏆Completed
AnalysisCombinatorics·Captain: marwahaha

The dyadic case of the Erdős similarity conjectureOpen Problem

Motivation

Finite patterns fit inside positive-measure sets after a sufficiently small affine change. The dyadic similarity problem asks whether one particular infinite pattern can be excluded even from compact sets of nearly full measure. The source manuscript presents the surrounding research claim.

Setting

The dyadic sequence is D={2⁻ⁿ:n≥1}. Its affine copies are x+sD with arbitrary x∈ℝ and nonzero signed scale s. The ambient measure is Lebesgue measure on the real line.

Formalization target

For every 0<η<1, construct a compact E⊆[0,1] with

∣E∣>1−η,∀x∈R  ∀s≠0  ∃n≥1,x+s2−n∉E.|E|>1-\eta,\qquad\forall x\in\mathbb R\;\forall s\ne0\;\exists n\ge1,\quad x+s2^{-n}\notin E.∣E∣>1−η,∀x∈R∀s=0∃n≥1,x+s2−n∈/E.

The same E must avoid every translation and both signs of dilation.

The selected formal target is OAI.Problem310.dyadic_affine_avoidance.

Significance and status

The result concerns the dyadic sequence specifically, with a stronger near-full-measure conclusion than merely finding one positive-measure avoiding set. The published target is currently Open; the manuscript's argument and a checked Lean proof are separate deliverables.

Difficulty

Excluding a countable collection of copies does not handle the continuum of scales and centers. Finite initial segments cannot replace the entire sequence.

Formalization scope

The definition dyadicPoint accepts n=0, but the theorem explicitly chooses n≥1. Measure is ENNReal-valued and compares with ENNReal.ofReal(1−η). Compactness and interval containment are required conclusions. General infinite sets are outside this selected target.

Selected references

  • OpenAI, The dyadic case of the Erdős similarity conjecture, preprint, 2026. Pinned manuscript.
  • OpenAI, accompanying formal statements, commit adc7f1241b42. Goal source.
48 thms2 active usersReviewed
🏆Completed
AnalysisCombinatorics·Captain: marwahaha

Asymptotically minimal maxima of real Littlewood polynomialsOpen Problem

Motivation

Choosing real signs in a polynomial controls how much its values can peak around the unit circle. The target seeks asymptotically optimal maximum modulus at every sufficiently large length. The source manuscript presents the surrounding research claim.

Setting

A real Littlewood polynomial has consecutive coefficients εₖ∈{−1,1}: P_N(z)=Σₖ₌₀ᴺ⁻¹ εₖzᵏ. The coefficient family may depend on both its length and the requested accuracy.

Formalization target

Prove

∀η>0  ∃N0≥1  ∀N≥N0  ∃ε,sup⁡∣z∣=1∣PN(z)∣≤(1+η)N.\forall\eta>0\;\exists N_0\ge1\;\forall N\ge N_0\;\exists\varepsilon,\quad\sup_{|z|=1}|P_N(z)|\le(1+\eta)\sqrt N.∀η>0∃N0​≥1∀N≥N0​∃ε,∣z∣=1sup​∣PN​(z)∣≤(1+η)N​.

All sufficiently large integer lengths are required, rather than a subsequence.

The selected formal target is OAI.AsymptoticallyMinimalLittlewood.main.

Significance and status

The selected target is the uniform maximum-modulus assertion. The companion finite-flatness target gives one sign family whose normalized modulus tends to one in every positive finite Lᵖ moment. The published target is currently Open; the manuscript's argument and a checked Lean proof are separate deliverables.

Difficulty

Control at finitely many sample points does not directly give a bound on the full circle. Uniformity in the circle variable and coverage of all large lengths are separate obligations.

Formalization scope

Coefficients are real-valued Fin N functions explicitly constrained to ±1 and evaluated as complex polynomials. The companion theorem uses Haar probability on UnitAddCircle and a single family for every p>0. Both independent definition groups are referenced; finite-flatness is a related endpoint rather than a claimed prerequisite.

Selected references

  • OpenAI, Asymptotically minimal maxima of real Littlewood polynomials, preprint, 2026. Pinned manuscript.
  • OpenAI, accompanying formal statements, commit adc7f1241b42. Goal source.
26 thms2 active usersReviewed
🏆Completed
Analysis·Captain: marwahaha

A strict inverse-first-power bound for univalent functionsOpen Problem

Motivation

Integral-means spectra record the worst derivative concentration among normalized conformal maps. A strict bound at exponent −1 tests a specific predicted value of that spectrum. The source manuscript presents the surrounding research claim.

Setting

For a normalized univalent disk map f, M(−1,f,r) is the average of |f′|⁻¹ on the circle of radius r. The bounded spectrum B_b uses the extended-real limsup growth exponent, then takes its supremum over maps with bounded image.

Formalization target

Prove that there exist real ε and C with 0<ε<1/4 such that

M(−1,f,r)≤C(1−r)−1/4+εM(-1,f,r)\le C(1-r)^{-1/4+\varepsilon}M(−1,f,r)≤C(1−r)−1/4+ε

for every normalized univalent f and 1/2≤r<1. Also prove B_b(−1)<1/4 and the failure of the defined Kraetzer prediction to equal B_b at every real exponent.

The selected formal target is OAI.StrictInverseFirstPower.main.

Significance and status

A strictly positive uniform ε is the content of the improvement. The target explicitly includes the spectrum consequence and the negation of the full predicted formula. The published target is currently Open; the manuscript's argument and a checked Lean proof are separate deliverables.

Difficulty

An exponent arbitrarily close to 1/4 from above does not give a strict gap below 1/4. The same ε and C must precede the quantification over f and r.

Formalization scope

The circle estimate covers all normalized univalent maps, whereas the spectrum uses the bounded-image subclass. Complex derivatives, real interval integrals and EReal suprema are the supplied representations. The prediction is the specified piecewise quadratic/linear function.

Selected references

  • OpenAI, A strict inverse-first-power bound for univalent functions, preprint, 2026. Pinned manuscript.
  • OpenAI, accompanying formal statements, commit adc7f1241b42. Goal source.
7 thms2 active usersReviewed
🏆Completed
Analysis·Captain: marwahaha

Brennan's conjecture and sharp inverse-square integral meansOpen Problem

Motivation

The size of the derivative of a conformal map can concentrate near a domain boundary. Brennan-type integrability and inverse-square integral means quantify how severe that concentration can be. The source manuscript presents the surrounding research claim.

Setting

A schlicht function is an injective holomorphic map f on the unit disk with f(0)=0 and f′(0)=1. M(f,t,r) is the circle average of |f′|ᵗ at radius r, and B(t) is the supremum of the associated extended-real boundary growth exponents.

Formalization target

Prove the four-part MainStatement, including

M(f,−2,r)≤Cε(1−r)−1−ε,B(−2)=1,M(f,-2,r)\le C_\varepsilon(1-r)^{-1-\varepsilon},\qquad B(-2)=1,M(f,−2,r)≤Cε​(1−r)−1−ε,B(−2)=1,

uniformly for schlicht f and 1/2 ≤ r < 1. For conformal bijections φ:W→𝔻 on the specified simply connected domains, prove area integrability of |φ′|ˢ for 4/3<s<4; for univalent disk maps prove integrability of |f′|ᵗ for −2<t<2/3.

The selected formal target is OAI.Brennan.main_theorem.

Significance and status

The goal packages the uniform circle bound, exact spectrum value and both area-integrability formulations. A separate endpoint target records sharp failure for the Koebe map and its inverse. The published target is currently Open; the manuscript's argument and a checked Lean proof are separate deliverables.

Difficulty

A growth bound with a constant depending on f does not supply the stated uniform estimate. Boundary behavior must also support the precise open exponent intervals.

Formalization scope

Planar Lebesgue area, a left-hand limit r→1, and extended-real spectra are fixed. W must be open, connected, simply connected and have nontrivial spherical boundary. Main and sharp-endpoint definitions are independent published groups with repeated names, so references coexist without one aggregate import.

Selected references

  • OpenAI, Brennan's conjecture and sharp inverse-square integral means, preprint, 2026. Pinned manuscript.
  • OpenAI, accompanying formal statements, commit adc7f1241b42. Goal source.
8 thms2 active usersReviewed
🏆Completed
Algebraic GeometryDifferential Geometry·Captain: marwahaha

Ample rank-two bundles on the quadric surface without Griffiths-positive metricsOpen Problem

Motivation

Algebraic ampleness and positivity of a smooth Hermitian metric are different kinds of positivity for a vector bundle. The target asks for one concrete family where they separate. The source manuscript presents the surrounding research claim.

Setting

The quadric surface is ℙ¹×ℙ¹. Rank-two algebraic bundles are specified by principal affine charts and regular 2×2 transition matrices. For a bundle G, E(m) is its coordinatewise m-th-power pullback twisted by the polarization O(1,1).

Formalization target

Construct G and a family E(m) such that

m>0⟹E(m) is ample,m≥m0⟹E(m) has no strictly Griffiths-positive smooth metric,m>0\Longrightarrow E(m)\text{ is ample},\qquad m\ge m_0\Longrightarrow E(m)\text{ has no strictly Griffiths-positive smooth metric},m>0⟹E(m) is ample,m≥m0​⟹E(m) has no strictly Griffiths-positive smooth metric,

for one positive integer m₀, with the required pullback-twist identities for every positive m.

The selected formal target is OAI.QuadricCounterexample.main_theorem.

Significance and status

The assertion compares two precise positivity conditions on the same family. The goal is existential and does not provide a numerical threshold m₀. The published target is currently Open; the manuscript's argument and a checked Lean proof are separate deliverables.

Difficulty

Proving ampleness supplies projective sections, whereas excluding every positive metric is a quantified differential-geometric obstruction. Testing one candidate metric cannot settle nonexistence.

Formalization scope

The reference defines ℙ¹ as the one-point compactification of ℂ, bundles by cocycles, ampleness through symmetric sections giving a closed projective embedding, and strict positivity by a matrix Hessian expression. SourceMainTheorem retains all of these conventions. Only the published definition block and target are attached.

Selected references

  • OpenAI, Ample rank-two bundles on the quadric surface without Griffiths-positive metrics, preprint, 2026. Pinned manuscript.
  • OpenAI, accompanying formal statements, commit adc7f1241b42. Goal source.
5 thms2 active usersReviewed
🏆Completed
AlgebraAlgebraic Geometry·Captain: marwahaha

An explicit noncoordinate polynomial with affine three-space zero fibreOpen Problem

Motivation

A hypersurface can be abstractly affine space without its defining equation being an ambient coordinate. Distinguishing these two properties is the embedding question behind the Abhyankar–Sathaye problem. The source manuscript presents the surrounding research claim.

Setting

For n ≥ 4, let R=ℂ[X₀,…,Xₙ₋₁]. A polynomial F is a coordinate if a ℂ-algebra automorphism of R sends some variable Xᵢ to F. Its zero fiber is represented by the quotient R/(F).

Formalization target

For every n ≥ 4, find F with

R/(F)≅CC[X0,…,Xn−2],F is not a coordinate.R/(F)\cong_{\mathbb C}\mathbb C[X_0,\ldots,X_{n-2}],\qquad F\text{ is not a coordinate}.R/(F)≅C​C[X0​,…,Xn−2​],F is not a coordinate.

The source supplies an explicit construction, while this selected goal asks for existence.

The selected formal target is OAI.AbhyankarSathaye.exists_noncoordinate_polynomial.

Significance and status

The target separates the intrinsic affine-space quotient from ambient polynomial equivalence in every dimension at least four. The published target is currently Open; the manuscript's argument and a checked Lean proof are separate deliverables.

Difficulty

An isomorphism of the quotient rings need not extend to an automorphism of the ambient ring. Both the quotient isomorphism and the failure of every possible coordinate automorphism must be established.

Formalization scope

The goal uses multivariate polynomials indexed by Fin n, a principal ideal, and ℂ-algebra equivalences. A separate published derivation target and its explicit polynomial definitions are retained as related references. That target concerns n−1 commuting locally nilpotent derivations, their common kernel and ordinary extra-variable partial derivatives; it is not asserted as a logical dependency of the existence goal.

Selected references

  • OpenAI, An explicit noncoordinate polynomial with affine three-space zero fibre, preprint, 2026. Pinned manuscript.
  • OpenAI, accompanying formal statements, commit adc7f1241b42. Goal source.
44 thms2 active usersReviewed
🏆Completed
Algebraic Geometry·Captain: marwahaha

The reverse logarithmic Kodaira inequality and additivityOpen Problem

Motivation

Logarithmic Kodaira dimension measures the supply of pluricanonical forms allowed poles along a boundary. Its behavior in a fibration depends especially on the case where a general fiber has no such nonzero forms. The source manuscript presents the surrounding research claim.

Setting

A stratum-smooth fibration is a surjective connected-fiber morphism of smooth projective complex varieties with reduced simple-normal-crossing boundaries E and D. The pullback of the base boundary is supported in E; the total space and every boundary stratum are smooth away from D.

Formalization target

Very generally on the base, the point lies outside D and every supplied fiber model F satisfies

κ(F)=−∞⟹κ(E)=κ(D)+κ(F),\kappa(F)=-\infty\Longrightarrow\kappa(E)=\kappa(D)+\kappa(F),κ(F)=−∞⟹κ(E)=κ(D)+κ(F),

with every positive-degree logarithmic pluriform section on the total space equal to zero.

The selected formal target is OAI.ReverseLogKodaira.SmoothProjectiveVariety.veryGenerally_fiber_negative_branch.

Significance and status

This is the fiber-negative branch of the manuscript’s wider additivity claim. Its vanishing assertion is part of the goal, not merely explanatory background. The published target is currently Open; the manuscript's argument and a checked Lean proof are separate deliverables.

Difficulty

The conclusion concerns all positive tensor degrees and every fiber model over very general points. One fixed fiber or one vanishing space of sections would not suffice.

Formalization scope

The definitions use schemes over ℂ, ideal-sheaf boundaries, exterior powers of Kähler differentials, and rational pluriform lattices. Kodaira dimension takes values in WithBot ℕ∞. Very generally means outside a countable family of proper closed subsets. The nonnegative branches and full reverse inequality are not additional attached targets.

Selected references

  • OpenAI, The reverse logarithmic Kodaira inequality and additivity, preprint, 2026. Pinned manuscript.
  • OpenAI, accompanying formal statements, commit adc7f1241b42. Goal source.
14 thms2 active usersReviewed
🏆Completed
Graph TheoryNumber Theory·Captain: marwahaha

Bounded-Step Walks on Gaussian PrimesOpen Problem

Motivation

A planar prime walk can go around a gap that would block a walk on a line. The Gaussian moat problem therefore asks for an obstruction to every possible bounded-step route through distinct Gaussian primes. The source manuscript presents the surrounding research claim.

Setting

A Gaussian prime is an irreducible element of ℤ[i]. For D ∈ ℝ, two distinct primes are adjacent when their Euclidean distance is at most D. A component contains every prime reachable by a finite path.

Formalization target

Prove the conjunction

no injective infinite D-step prime walk exists,∀D  ∃B  ∀p, ∣component⁡D(p)∣≤B.\text{no injective infinite D-step prime walk exists},\qquad\forall D\;\exists B\;\forall p,\ |\operatorname{component}_D(p)|\le B.no injective infinite D-step prime walk exists,∀D∃B∀p, ∣componentD​(p)∣≤B.

The second clause also bounds the length of every finite injective D-step prime chain by B and asserts component finiteness.

The selected formal target is OAI.GaussianMoat.fullMain.

Significance and status

The same B must work for every starting prime at a fixed step bound. The theorem makes no numerical claim about this bound. The published target is currently Open; the manuscript's argument and a checked Lean proof are separate deliverables.

Difficulty

Showing that each component is finite does not give a uniform bound across starting points. Every route in two dimensions and primes on the axes remain within the quantification.

Formalization scope

The formal graph uses Mathlib Gaussian integers and complex Euclidean distance. Step bounds range over all real numbers. MainEndpoint and UniformEndpoint are both mandatory clauses of fullMain. Only that published target and its definitions are supplied.

Selected references

  • OpenAI, Bounded-Step Walks on Gaussian Primes, preprint, 2026. Pinned manuscript.
  • OpenAI, accompanying formal statements, commit adc7f1241b42. Goal source.
2 thms2 active usersReviewed
🏆Completed
AnalysisNumber Theory·Captain: marwahaha

An unconditional first moment for cubic Gauss sumsOpen Problem

Motivation

Cubic Gauss sums oscillate even after normalization. Their first moment asks whether this cancellation retains a precise lower-order bias when averaged over arithmetic primes. The source manuscript presents the surrounding research claim.

Setting

Work in the Eisenstein integers ℤ[ω], with ω=exp(2πi/3). A primary prime p is a prime element congruent to one modulo three. N(p)=|p|², G(p) is the normalized cubic Gauss sum, and c*=(2π)^(2/3)/(3Γ(2/3)).

Formalization target

At the real sharp cutoff X, establish

∑p primary primeN(p)≤XG(p)=65c∗X5/6log⁡X+o ⁣(X5/6log⁡X).\sum_{\substack{p\text{ primary prime}\\N(p)\le X}}G(p)=\frac65c_*\frac{X^{5/6}}{\log X}+o\!\left(\frac{X^{5/6}}{\log X}\right).p primary primeN(p)≤X​∑​G(p)=56​c∗​logXX5/6​+o(logXX5/6​).

The two supporting targets compare each fixed angular mode to its explicit model and give cancellation for every nonzero mode.

The selected formal target is OAI.CubicFirstMoment.patterson_firstMoment.

Significance and status

The coefficient and scale specify the first moment, rather than only an order-of-magnitude estimate. Both conjugate prime elements are included when they satisfy the primary-prime predicate. The published target is currently Open; the manuscript's argument and a checked Lean proof are separate deliverables.

Difficulty

Pointwise estimates on G(p) do not isolate the X^(5/6)/log X bias. The error must be little-o at that scale with the exact arithmetic normalization.

Formalization scope

The published definitions use residue-class representatives, the cubic residue symbol, the trace exponential phase, and complex-valued cutoff sums. Little-o is taken as real X tends to positive infinity. Angular modes are integers held fixed before the limit.

Selected references

  • OpenAI, An unconditional first moment for cubic Gauss sums, preprint, 2026. Pinned manuscript.
  • OpenAI, accompanying formal statements, commit adc7f1241b42. Goal source.
16 thms2 active usersReviewed
🏆Completed
Algebraic GeometryNumber Theory·Captain: marwahaha

The Bogomolov-Pop reconstruction theoremOpen Problem

Motivation

Birational anabelian geometry studies how much of a function field is determined by a small quotient of its absolute Galois group. This mission isolates uniqueness in the reconstruction correspondence. The source manuscript presents the surrounding research claim.

Setting

Fix a prime ℓ. The fields K/k and L/l are essentially finite type extensions of algebraically closed constant fields, have transcendence degree at least two, and have characteristic different from ℓ. The abelian-by-central datum records the pro-ℓ abelian quotient and the commutator pairing. IsomF consists of constant-preserving perfect-closure isomorphisms modulo Frobenius; IsomCUnits quotients bracket-compatible Galois isomorphisms by the encoded ℓ-adic unit relation.

Formalization target

For field-isomorphism classes a and a′ and a Galois-isomorphism class b, prove

PhiGraph⁡(a,b)  ∧  PhiGraph⁡(a′,b)⟹a=a′.\operatorname{PhiGraph}(a,b)\;\land\;\operatorname{PhiGraph}(a^{\prime},b)\quad\Longrightarrow\quad a=a^{\prime}.PhiGraph(a,b)∧PhiGraph(a′,b)⟹a=a′.

PhiGraph is the relation induced by representatives and a compatible extension to algebraic closures.

The selected formal target is OAI.BogomolovPop.main_graph_injective.

Significance and status

This establishes uniqueness of the field class whenever two representatives produce the same Galois class. The manuscript states a full reconstruction bijection; the selected published Lean target is its graph-injectivity assertion. The published target is currently Open; the manuscript's argument and a checked Lean proof are separate deliverables.

Difficulty

Equality is required after two different quotient constructions, one generated by Frobenius and one by ℓ-adic scalar limits. Recovering equality of classes must respect both ambiguities and the contravariant Galois action.

Formalization scope

The definition block constructs topological pro-ℓ quotients, closed commutator subgroups, perfect closures and the pullback graph. The theorem quantifies over arbitrary field types with the stated algebraic instances. It does not assert existence, surjectivity or functionality of PhiGraph, and those broader manuscript conclusions are not attached as proved results. Only the existing injectivity target and its definition block are referenced.

Selected references

  • OpenAI, The Bogomolov-Pop reconstruction theorem, preprint, 2026. Pinned manuscript.
  • OpenAI, accompanying formal statements, commit adc7f1241b42. Goal source.
8 thms2 active usersReviewed
🏆Completed
AlgebraNumber Theory·Captain: marwahaha

The Deligne-Drinfeld conjectureOpen Problem

Motivation

Compatibility between reassociation and braiding imposes equations on formal Lie expressions. The question is whether those equations leave precisely the free family of odd-weight generators predicted by the Deligne–Drinfeld conjecture. The source manuscript presents the surrounding research claim.

Setting

Let L be the free Lie algebra over ℚ on x and y, each of weight one. The solution space W satisfies antisymmetry, the three-term relation, and the pentagon equation in the four-strand infinitesimal braid algebra. Its operation is the Ihara bracket {p,q}=Dₚq−D_qp+[p,q]. The free algebra F has generators indexed by k ≥ 0 with weights 2k+3.

Formalization target

Establish a graded bracket-preserving linear equivalence

F=Lie⁡Q⟨e3,e5,e7,…⟩  ≅  W,F=\operatorname{Lie}_{\mathbb Q}\langle e_3,e_5,e_7,\ldots\rangle\;\cong\;W,F=LieQ​⟨e3​,e5​,e7​,…⟩≅W,

together with mutually inverse continuous maps on the products of weight pieces. The completed maps must preserve the bracket degree by degree, including the finite convolution sum defining its weight-n component.

The selected formal target is OAI.DeligneDrinfeld.main.

Significance and status

The target simultaneously expresses freeness and exhaustion of the full equation space. Finding a free subalgebra alone leaves the exhaustion assertion unresolved. The published target is currently Open; the manuscript's argument and a checked Lean proof are separate deliverables.

Difficulty

The pentagon relation couples substitutions in the braid Lie algebra. Constructing odd-weight solutions does not by itself show that all solutions are generated by them, nor that the completed bracket has the required compatibility.

Formalization scope

The published definition block specifies the braid quotient, tangent construction of D, weighted Lie words, rational submodules and product completions. Generator k has weight 2k+3. The factor spaces carry the explicitly supplied discrete topology. The goal is exactly MainStatement, including its inverse, continuity and completed-bracket clauses. The available reference set supplies the definition block and one target, so no unsupported paper lemmas are attached as milestones.

Selected references

  • OpenAI, The Deligne-Drinfeld conjecture, preprint, 2026. Pinned manuscript.
  • OpenAI, accompanying formal statements, commit adc7f1241b42. Goal source.
14 thms2 active usersReviewed
🏆Completed
AnalysisPartial Differential Equations·Captain: wurtle

Global Uniqueness for the Smooth Isotropic Elasticity Inverse ProblemResearch Paper

Motivation

An isotropic elastic body is described by two spatially varying Lamé moduli: the shear modulus μ\muμ and the parameter λ\lambdaλ (the bulk modulus is λ+2μ/3\lambda+2\mu/3λ+2μ/3). The elastic inverse problem asks whether static boundary measurements, the boundary tractions produced by all prescribed boundary displacements, determine both moduli inside the body. It is the elasticity analogue of Calderón's conductivity problem, with applications to elastography and nondestructive testing, and it is harder because two coefficients are coupled through a vector-valued system rather than a scalar equation.

Background

  • 1980, 1987. Calderón poses the scalar conductivity problem; Sylvester and Uhlmann prove uniqueness for smooth conductivities in dimension n≥3n\ge3n≥3 using complex geometric optics (doi:10.2307/1971291).
  • 1995. Nakamura and Uhlmann recover the boundary Taylor series of the Lamé moduli (doi:10.1137/S0036141093247494).
  • 2002–2003. Eskin and Ralston develop matrix complex geometric optics with planar transport frames and prove restricted uniqueness results (doi:10.1088/0266-5611/18/3/324).
  • 2003. Nakamura and Uhlmann's erratum corrects their earlier global claim, proving uniqueness only when ∇μ\nabla\mu∇μ is small in CmC^mCm (doi:10.1007/s00222-002-0276-1).
  • 2015. Imanuvilov and Yamamoto prove global uniqueness in two dimensions (doi:10.1088/0266-5611/31/3/035004).
  • 2017, 2023. Lin and Nakamura reconstruct boundary values at finite regularity (doi:10.1088/1361-6420/aa942d); Tan and Liu treat boundary jets on manifolds and analytic global recovery (doi:10.1088/1361-6420/ace649).

Without smallness, analyticity or symmetry hypotheses, three-dimensional global uniqueness was not established. The source of this mission is an OpenAI preprint dated September 24, 2026, which claims it for all smooth moduli satisfying the energy-positivity conditions.

Setting

Let Ω⊂R3\Omega\subset\mathbb R^3Ω⊂R3 be a bounded connected domain with C∞C^\inftyC∞ boundary, and let λ,μ∈C∞(Ω‾)\lambda,\mu\in C^\infty(\overline\Omega)λ,μ∈C∞(Ω) satisfy

μ>0,3λ+2μ>0on Ω‾.\mu>0,\qquad 3\lambda+2\mu>0\qquad\text{on }\overline\Omega.μ>0,3λ+2μ>0on Ω.

For a displacement u:Ω→R3u:\Omega\to\mathbb R^3u:Ω→R3, the strain is e(u)=12(∇u+∇uT)e(u)=\tfrac12(\nabla u+\nabla u^{T})e(u)=21​(∇u+∇uT), the stress σ(u)=λ(div⁡u)I+2μ e(u)\sigma(u)=\lambda(\operatorname{div}u)I+2\mu\,e(u)σ(u)=λ(divu)I+2μe(u), and the elasticity system is div⁡σ(u)=0\operatorname{div}\sigma(u)=0divσ(u)=0. For boundary data f∈H1/2(∂Ω;R3)f\in H^{1/2}(\partial\Omega;\mathbb R^3)f∈H1/2(∂Ω;R3) let uf∈H1(Ω;R3)u_f\in H^1(\Omega;\mathbb R^3)uf​∈H1(Ω;R3) be the unique weak solution with trace fff. The displacement-to-traction map is

⟨Λλ,μf,g⟩=∫Ω[λ (div⁡uf)(div⁡vg)+2μ e(uf):e(vg)] dx,Tr⁡vg=g.\langle\Lambda_{\lambda,\mu}f,g\rangle=\int_\Omega\bigl[\lambda\,(\operatorname{div}u_f)(\operatorname{div}v_g)+2\mu\,e(u_f):e(v_g)\bigr]\,dx,\qquad \operatorname{Tr}v_g=g.⟨Λλ,μ​f,g⟩=∫Ω​[λ(divuf​)(divvg​)+2μe(uf​):e(vg​)]dx,Trvg​=g.

Formalization targets

Goal: Theorem 1.1

For admissible pairs (λ1,μ1)(\lambda_1,\mu_1)(λ1​,μ1​), (λ2,μ2)(\lambda_2,\mu_2)(λ2​,μ2​) on Ω\OmegaΩ,

Λλ1,μ1=Λλ2,μ2 ⟹ λ1=λ2 and μ1=μ2 in Ω.\Lambda_{\lambda_1,\mu_1}=\Lambda_{\lambda_2,\mu_2}\ \Longrightarrow\ \lambda_1=\lambda_2\ \text{and}\ \mu_1=\mu_2\ \text{in }\Omega.Λλ1​,μ1​​=Λλ2​,μ2​​ ⟹ λ1​=λ2​ and μ1​=μ2​ in Ω.

The Lean statement OAI.Elasticity.global_uniqueness is open on the platform.

Significance

The theorem settles the smooth three-dimensional isotropic elastic Calderón uniqueness question under the natural energy-positivity assumptions, with no analyticity, no closeness to constants, and no prior agreement near the boundary. It identifies both moduli from the full zero-frequency boundary operator. It does not give a reconstruction algorithm or stability estimates, which remain natural follow-up questions.

The result is stated in an OpenAI preprint; it has not been peer reviewed, and no machine-checked proof exists.

Difficulty

The scalar complex-geometric-optics method does not apply directly to the Lamé system. Earlier reductions to auxiliary systems ran into two problems documented in the Nakamura–Uhlmann erratum: the planar matrix transport equation with prescribed initial data need not be solvable, and the corrected solutions lead to a pseudodifferential rather than a differential identity. The Eskin–Ralston reduction from auxiliary fields to physical displacements is not injective, so equality of physical boundary maps does not by itself give equality of auxiliary Cauchy data. A proof must work with exact physical solutions and keep track of their actual divergences.

Formalization scope

  • Domain Ω: open, connected, bounded, with smooth boundary given by local C∞C^\inftyC∞ diffeomorphisms of R3\mathbb R^3R3 flattening ∂Ω\partial\Omega∂Ω.
  • Admissible Ω λ μ: both moduli smooth on an open neighbourhood of Ω‾\overline\OmegaΩ, with μ>0\mu>0μ>0 and 3λ+2μ>03\lambda+2\mu>03λ+2μ>0 on Ω‾\overline\OmegaΩ.
  • H1(Ω;R3)H^1(\Omega;\mathbb R^3)H1(Ω;R3) is the closure of jets (f,∂1f,∂2f,∂3f)(f,\partial_1f,\partial_2f,\partial_3f)(f,∂1​f,∂2​f,∂3​f) of smooth fff in L2L^2L2; boundary data are H1H^1H1 modulo the closure of compactly supported smooth jets.
  • DN Ω λ μ f g is the energy pairing of a weak solution with trace fff against any representative of ggg; the goal assumes equality of these two-variable functions and concludes pointwise equality of the moduli on Ω\OmegaΩ.

A complete development needs vector-valued Sobolev spaces, Korn's inequality, the weak Dirichlet problem for the Lamé system, Carleman estimates and complex geometric optics for elliptic systems. These tools are reusable for other inverse problems. Contributions formalizing Lemma 2.1 (common exterior extension), Proposition 2.2 (transfer of physical solutions) and Proposition 3.2 (supported Carleman estimate) are welcome.

Selected references

  • OpenAI, Global Uniqueness for the Smooth Isotropic Elasticity Inverse Problem, preprint, September 24, 2026. https://github.com/openai/math/blob/adc7f1241b42e322a6451854ab7e4b4c146bf78a/preprints/Global-Uniqueness-for-the-Smooth-Isotropic-Elasticity-Inverse-Problem-September-24-2026/article.pdf
  • G. Nakamura, G. Uhlmann, Erratum: Global uniqueness for an inverse boundary value problem arising in elasticity, Invent. Math., 2003. https://doi.org/10.1007/s00222-002-0276-1
  • G. Nakamura, G. Uhlmann, Inverse problems at the boundary for an elastic medium, SIAM J. Math. Anal., 1995. https://doi.org/10.1137/S0036141093247494
  • G. Eskin, J. Ralston, On the inverse boundary value problem for linear isotropic elasticity, Inverse Problems, 2002. https://doi.org/10.1088/0266-5611/18/3/324
  • O. Yu. Imanuvilov, M. Yamamoto, Global uniqueness in inverse boundary value problems for the Navier–Stokes equations and Lamé system in two dimensions, Inverse Problems, 2015. https://doi.org/10.1088/0266-5611/31/3/035004
  • J. Sylvester, G. Uhlmann, A global uniqueness theorem for an inverse boundary value problem, Ann. of Math., 1987. https://doi.org/10.2307/1971291
  • Y.-H. Lin, G. Nakamura, Boundary determination of the Lamé moduli for the isotropic elasticity system, Inverse Problems, 2017. https://doi.org/10.1088/1361-6420/aa942d
9 thms2 active usersReviewed
🏆Completed
AnalysisPartial Differential Equations·Captain: wurtle

The Subcritical Hénon–Lane–Emden ConjectureResearch Paper

Motivation: Liouville theorems for Lane–Emden systems

Liouville theorems say that certain nonlinear elliptic equations have no positive solutions on the whole space. Beyond their own interest, they are the key input in blow-up and rescaling arguments that give a priori bounds, existence results and singularity estimates for equations on bounded domains (Gidas–Spruck 1981; Polačik–Quittner–Souplet 2007). For the scalar equation −Δu=up-\Delta u=u^p−Δu=up, Gidas and Spruck proved nonexistence in the whole subcritical range. For the coupled Lane–Emden system −Δu=vp-\Delta u=v^p−Δu=vp, −Δv=uq-\Delta v=u^q−Δv=uq, the corresponding statement — no positive solutions below the critical hyperbola 1p+1+1q+1=n−2n\frac1{p+1}+\frac1{q+1}=\frac{n-2}{n}p+11​+q+11​=nn−2​ — is the Lane–Emden conjecture; before the source, it had been proved only in dimensions n≤4n\le4n≤4 and in partial ranges. The weighted Hénon–Lane–Emden version, with factors ∣x∣A|x|^A∣x∣A and ∣x∣B|x|^B∣x∣B, asks the same question for the weighted hyperbola.

Timeline

  • 1981 — Gidas and Spruck: scalar subcritical Liouville theorem and the blow-up method for a priori bounds (CPAM 1981; CPDE 1981).
  • 1993, 1996 — Mitidieri: a Rellich-type identity for systems and early nonexistence regions (CPDE 1993; DIE 1996).
  • 1996 — Serrin and Zou: the unweighted conjecture for n=3n=3n=3 under a growth condition (DIE 1996).
  • 2007 — Polačik, Quittner and Souplet remove the growth condition for n=3n=3n=3 (Duke 2007).
  • 2009 — Souplet proves the Lane–Emden conjecture for n=4n=4n=4 (Adv. Math. 2009); Chen and Li use integral systems and moving planes under integrability hypotheses (DCDS 2009).
  • 2010 — Bidaut-Véron and Giacomini identify the critical weighted hyperbola in the radial theory and prove radial existence on and above it (ADE 2010).
  • 2012 — Phan formulates the weighted question for A,B>−2A,B>-2A,B>−2 (Conjecture C) and proves bounded, low-dimensional and conditional cases (ADE 2012).
  • 2014 — Fazly and Ghoussoub: bounded and stable cases for nonnegative weights (DCDS 2014).
  • 2019 — Li and Zhang prove the Hénon–Lane–Emden conjecture in R3\mathbb R^3R3 (JDE 2019); Cheng and Huang give an energy-estimate criterion for the unweighted conjecture (DCDS 2019).
  • 2022 — H. Li: restricted exponent ranges in dimensions four and five (Adv. Nonlinear Stud. 2022).
  • 2025–2026 — K. Li, M. Li and Wei: a new unweighted region for p,q≥1p,q\ge1p,q≥1 when n≥5n\ge5n≥5 (preprint, 2025). Huang and Zou state the all-real-weight, origin-continuous assertion as Conjecture B (J. London Math. Soc. 2026). Xu and Luo treat radial higher-order systems (JDE 2026).
  • 2026 — An OpenAI preprint, The Subcritical Hénon–Lane–Emden Conjecture (OpenAI Math Release, September 24, 2026), claims the full subcritical nonexistence theorem for every n≥2n\ge2n≥2 and all real weights. It has not been peer reviewed, and the claim has not been formally verified.

Setting

Fix an integer n≥2n\ge2n≥2, exponents p,q>0p,q>0p,q>0 and real weights A,BA,BA,B. The Hénon–Lane–Emden system is

−Δu=∣x∣A vp,−Δv=∣x∣B uqin Rn∖{0},-\Delta u=|x|^A\,v^p,\qquad -\Delta v=|x|^B\,u^q\qquad\text{in }\mathbb R^n\setminus\{0\},−Δu=∣x∣Avp,−Δv=∣x∣Buqin Rn∖{0},

where Δ=∑i∂i2\Delta=\sum_i\partial_i^2Δ=∑i​∂i2​ is the Laplacian. A solution in the sense of the source is a pair u,v∈C2(Rn∖{0})∩C(Rn)u,v\in C^2(\mathbb R^n\setminus\{0\})\cap C(\mathbb R^n)u,v∈C2(Rn∖{0})∩C(Rn) with u(x)>0u(x)>0u(x)>0 and v(x)>0v(x)>0v(x)>0 for every x∈Rnx\in\mathbb R^nx∈Rn, including the origin, satisfying both equations at every x≠0x\neq0x=0. The exponents are subcritical if

n+Ap+1+n+Bq+1>n−2.\frac{n+A}{p+1}+\frac{n+B}{q+1}>n-2 .p+1n+A​+q+1n+B​>n−2.

In Lean, Space n = EuclideanSpace ℝ (Fin n), IsSolution n p q A B u v packages continuity, ContDiffOn ℝ 2 off the origin, strict positivity everywhere and the two equations with Mathlib's Laplacian and real powers, and Subcritical is the displayed inequality.

Formalization targets

Goal: subcritical nonexistence (Theorem 1.1)

n≥2, p,q>0, A,B∈R, n+Ap+1+n+Bq+1>n−2 ⟹ ∄ (u,v) solving the system as above.n\ge2,\ p,q>0,\ A,B\in\mathbb R,\ \frac{n+A}{p+1}+\frac{n+B}{q+1}>n-2\ \Longrightarrow\ \nexists\,(u,v)\ \text{solving the system as above}.n≥2, p,q>0, A,B∈R, p+1n+A​+q+1n+B​>n−2 ⟹ ∄(u,v) solving the system as above.

This is exactly Theorem 1.1 of the source. Taking A=B=0A=B=0A=B=0 gives the unweighted Lane–Emden conjecture (Corollary 1.2) for n≥3n\ge3n≥3. The goal is published on the platform with status Open: no machine-checked proof exists yet.

Significance

The result itself. If the source's proof is correct, the theorem gives a positive answer to Huang and Zou's Conjecture B and, with A=B=0A=B=0A=B=0, to the Lane–Emden conjecture in every dimension. It needs no radial symmetry, boundedness, integrability, finite energy, stability or growth condition at infinity. Combined with the radial existence theorem of Bidaut-Véron and Giacomini, it also settles Phan's Conjecture C for n≥3n\ge3n≥3 and A,B>−2A,B>-2A,B>−2, including existence on the critical hyperbola (Corollary 6.2). Through the blow-up method, Liouville theorems of this type give a priori bounds and singularity and decay estimates for Lane–Emden-type systems on bounded domains.

Formalizing it. The statement is elementary: classical derivatives, the Euclidean Laplacian and real powers. The proof uses potential estimates, a localized virial (Rellich–Pohozaev type) identity, a geometric interval inequality and a dilation argument. All of these are within reach of Mathlib's analysis library, which makes the theorem a realistic test of large-scale PDE formalization.

Difficulty

The weighted statement does not follow from the unweighted one at the same exponents. For example, n=5n=5n=5, p=q=4p=q=4p=q=4, A=B=3A=B=3A=B=3 is weighted-subcritical, while 1p+1+1q+1=25<35\frac1{p+1}+\frac1{q+1}=\frac25<\frac35p+11​+q+11​=52​<53​ is unweighted-supercritical. Weighted subcriticality also does not give the unweighted input in Phan's transfer argument. Translations do not preserve the weighted equation, so moving-plane and translation-based compactness arguments are unavailable. The level sets {∣x∣Buq>t}\{|x|^Bu^q>t\}{∣x∣Buq>t} have endpoint values that vary with ∣x∣|x|∣x∣, which breaks the unweighted interval comparison. Finally, since no energy, decay or stability bound is assumed, the localized energy has to be bounded from the subcritical gap alone.

Formalization scope

  • The domain is EuclideanSpace ℝ (Fin n) with n≥2n\ge2n≥2, and p,q,A,Bp,q,A,Bp,q,A,B are real with p,q>0p,q>0p,q>0. Weights are Real.rpow ‖x‖ A, used only at x≠0x\neq0x=0, so the junk value of rpow at 000 never enters. The nonlinearities Real.rpow (v x) p are evaluated at strictly positive arguments.
  • Regularity is Continuous on all of Rn\mathbb R^nRn and ContDiffOn ℝ 2 on {0}c\{0\}^c{0}c. Positivity is required at every point, including the origin, as in the source; differentiability at the origin is not assumed.
  • The conclusion is the nonexistence of any such pair. Every hypothesis is satisfiable (supercritical solutions exist), so the statement is not trivialized.
  • Infrastructure needed: Newtonian potentials and distributional extension across a point, Rellich–Pohozaev identities, polar integration and dilation arguments. These pieces would serve other Liouville-type theorems.

Selected references

  • B. Gidas and J. Spruck, Global and local behavior of positive solutions of nonlinear elliptic equations, Comm. Pure Appl. Math. 34 (1981), 525–598. https://doi.org/10.1002/cpa.3160340406
  • B. Gidas and J. Spruck, A priori bounds for positive solutions of nonlinear elliptic equations, Comm. PDE 6 (1981), 883–901. https://doi.org/10.1080/03605308108820196
  • E. Mitidieri, A Rellich type identity and applications, Comm. PDE 18 (1993), 125–151. https://doi.org/10.1080/03605309308820923
  • E. Mitidieri, Nonexistence of positive solutions of semilinear elliptic systems in RN\mathbb R^NRN, Differential Integral Equations 9 (1996), 465–479. https://doi.org/10.57262/die/1367969966
  • J. Serrin and H. Zou, Non-existence of positive solutions of Lane–Emden systems, Differential Integral Equations 9 (1996), 635–653. https://doi.org/10.57262/die/1367969879
  • P. Polačik, P. Quittner and P. Souplet, Duke Math. J. 139 (2007), 555–579. https://doi.org/10.1215/S0012-7094-07-13935-8
  • P. Souplet, The proof of the Lane–Emden conjecture in four space dimensions, Adv. Math. 221 (2009), 1409–1427. https://doi.org/10.1016/j.aim.2009.02.014
  • W. Chen and C. Li, An integral system and the Lane–Emden conjecture, Discrete Contin. Dyn. Syst. 24 (2009), 1167–1184. https://doi.org/10.3934/dcds.2009.24.1167
  • M.-F. Bidaut-Véron and H. Giacomini, A new dynamical approach of Emden–Fowler equations and systems, Adv. Differential Equations 15 (2010), 1033–1082. https://doi.org/10.57262/ade/1355854434
  • Q. H. Phan, Adv. Differential Equations 17 (2012), 605–634. https://doi.org/10.57262/ade/1355702970
  • M. Fazly and N. Ghoussoub, On the Hénon–Lane–Emden conjecture, Discrete Contin. Dyn. Syst. 34 (2014), 2513–2533. https://doi.org/10.3934/dcds.2014.34.2513
  • K. Li and Z. Zhang, Proof of the Hénon–Lane–Emden conjecture in R3\mathbb R^3R3, J. Differential Equations 266 (2019), 202–226. https://doi.org/10.1016/j.jde.2018.07.036
  • Z. Cheng and G. Huang, A Liouville theorem for the subcritical Lane–Emden system, Discrete Contin. Dyn. Syst. 39 (2019), 1359–1377. https://doi.org/10.3934/dcds.2019058
  • H. Li, Adv. Nonlinear Stud. 22 (2022), 517–533. https://doi.org/10.1515/ans-2022-0027
  • L.-H. Huang and W. Zou, J. London Math. Soc. 113 (2026), e70412. https://doi.org/10.1112/jlms.70412
  • Y. Xu and H. Luo, Liouville type theorems for higher order elliptic systems, J. Differential Equations 453 (2026), 113823. https://doi.org/10.1016/j.jde.2025.113823
  • OpenAI, The Subcritical Hénon–Lane–Emden Conjecture, OpenAI Math Release preprint, September 24, 2026 (Theorem 1.1, p. 2). https://github.com/openai/math/blob/adc7f1241b42e322a6451854ab7e4b4c146bf78a/preprints/The-Subcritical-Henon-Lane-Emden-Conjecture-September-24-2026/paper.pdf
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Strict hot spots and absence of interior critical points on smooth simply connected planar domainsResearch Paper

Motivation

Heat in an insulated planar plate evolves by the heat equation with Neumann boundary condition. For generic initial temperature, after a long time the temperature minus its average is dominated by an eigenfunction of the first positive Neumann eigenvalue. Rauch asked in 1974 where the hottest and coldest points of the plate end up, and conjectured that they move to the boundary (Rauch 1975). In spectral form, the hot spots conjecture asks whether a first nonconstant Neumann eigenfunction attains its maximum and minimum only on the boundary. The question links spectral geometry, reflected Brownian motion and elliptic PDE, and it is known to depend on topology: it fails for some domains with holes.

This mission asks for a machine-checked proof of the strict form of the conjecture for all smooth bounded simply connected planar domains, as claimed in an OpenAI preprint dated September 24, 2026 (source): every nonzero first-positive Neumann eigenfunction has no interior critical point at all. The preprint has not been peer reviewed and its claim has not been independently verified; on the platform the Lean goal below is open.

Timeline

  • 1975 — Rauch poses the problem in lectures on qualitative PDE theory (Rauch 1975).
  • 1999 — Bañuelos and Burdzy distinguish strict and nonstrict formulations and prove cases by coupling of reflected Brownian motions (J. Funct. Anal. 1999). Burdzy and Werner construct a counterexample with two holes (Ann. of Math. 1999).
  • 2000 — Jerison and Nadirashvili prove the conjecture for convex planar domains with two axes of symmetry (JAMS 2000); Bass and Burdzy find examples with both extrema in the interior (Duke 2000).
  • 2002–2004 — Pascu treats convex domains with one symmetry (Trans. AMS 2002); Atar and Burdzy treat lip domains (JAMS 2004).
  • 2005 — Burdzy obtains a counterexample with a single hole and states the simply connected planar conjecture explicitly (Duke 2005, Conjecture 1.2(ii)).
  • 2007 — Miyamoto handles nearly circular convex domains under a spectral-diameter condition.
  • 2015–2022 — Siudeja proves the conjecture for a class of acute triangles (Math. Z. 2015); Judge and Mondal exclude interior critical points on every triangle (Ann. of Math. 2020, erratum 2022).
  • 2021–2024 — Rohleder introduces a variational principle for tangent vector fields (arXiv:2106.05224; 2024), the starting point of the preprint.
  • 2025–2026 — Sharp bounds on the failure of the conjecture (de Dios Pont–Hsu–Taylor, 2025); classification of critical points on triangles (Chen–Gui–Yao, Invent. Math. 2026).
  • September 2026 — The OpenAI preprint claims the strict conjecture for all smooth bounded simply connected planar domains (Theorem 1.1, p. 1).

Setting

Let Ω⊂R2\Omega\subset\mathbb R^2Ω⊂R2 be a nonempty bounded open simply connected set with C∞C^\inftyC∞ boundary. The first positive Neumann eigenvalue is

μ=μ1(Ω)=inf⁡{∫Ω∣∇v∣2∫Ωv2:v∈H1(Ω), ∫Ωv=0, v≠0},\mu=\mu_1(\Omega)=\inf\Bigl\{\frac{\int_\Omega|\nabla v|^2}{\int_\Omega v^2}: v\in H^1(\Omega),\ \int_\Omega v=0,\ v\ne0\Bigr\},μ=μ1​(Ω)=inf{∫Ω​v2∫Ω​∣∇v∣2​:v∈H1(Ω), ∫Ω​v=0, v=0},

counting only positive eigenvalues (many sources call it μ2\mu_2μ2​). The first positive Neumann eigenspace VVV consists of the u∈H1(Ω)u\in H^1(\Omega)u∈H1(Ω) with ∫Ωu=0\int_\Omega u=0∫Ω​u=0 and

∫Ω∇u⋅∇v=μ∫Ωuvfor all v∈H1(Ω).\int_\Omega\nabla u\cdot\nabla v=\mu\int_\Omega uv\qquad\text{for all }v\in H^1(\Omega).∫Ω​∇u⋅∇v=μ∫Ω​uvfor all v∈H1(Ω).

This weak formulation encodes −Δu=μu-\Delta u=\mu u−Δu=μu in Ω\OmegaΩ with ∂νu=0\partial_\nu u=0∂ν​u=0 on ∂Ω\partial\Omega∂Ω. Eigenspace functions are smooth up to the boundary.

Formalization targets

Goal: Theorem 1.1 (p. 1)

For every nonzero u∈Vu\in Vu∈V,

∇u(x)≠0(x∈Ω),andmin⁡∂Ωu<u(x)<max⁡∂Ωu(x∈Ω).\nabla u(x)\ne0\quad(x\in\Omega),\qquad\text{and}\qquad \min_{\partial\Omega}u<u(x)<\max_{\partial\Omega}u\quad(x\in\Omega).∇u(x)=0(x∈Ω),and∂Ωmin​u<u(x)<∂Ωmax​u(x∈Ω).

This holds for every member of the eigenspace, also when μ\muμ is a multiple eigenvalue. In Lean this is OAI.StrictHotSpots.main_theorem.

Significance

The result itself. It resolves Burdzy's simply connected planar hot spots conjecture in its strongest form: not only do the extrema lie on the boundary, but there are no interior saddle points either, for every eigenfunction in the eigenspace. Combined with the Burdzy–Werner and Burdzy one-hole counterexamples, it shows that simple connectivity is exactly the dividing line among smooth planar domains. The intermediate kernel theorem (Theorem 5.1, p. 12), a conditional negativity statement for reciprocal Green kernels of the disk, is stated independently of the eigenfunction problem.

Formalizing it. A complete development needs Sobolev spaces on smooth planar domains, the Riemann mapping theorem with boundary regularity, Neumann elliptic regularity, and the theory of conditionally negative definite kernels. Each is reusable. No machine-checked proof of any hot spots result, including the triangle case, is known to exist.

Difficulty

Each Cartesian derivative of an eigenfunction solves the same Helmholtz equation, but its boundary values have no fixed sign, so a maximum-principle argument on one directional derivative fails on a general domain with no preferred direction. Coupling methods need convexity or symmetry. The preprint instead uses the Neumann condition jointly on both derivatives (the gradient is tangent to the boundary), via a nonnegative quadratic form whose null space consists exactly of eigenfunction gradients (Proposition 3.1, p. 7). The central difficulty is to build enough scalar boundary multipliers preserving that null space; this requires proving that a reciprocal kernel K(p,s)K(p,t)/N(s,t)K(p,s)K(p,t)/N(s,t)K(p,s)K(p,t)/N(s,t) is conditionally negative semidefinite (Theorem 5.1, p. 12), through regularized Green kernels, a complete Nevanlinna–Pick-type matrix property, and a boundary limit.

Formalization scope

  • Ω\OmegaΩ is a subset of EuclideanSpace ℝ (Fin 2): nonempty, open, bounded, IsSimplyConnected (which includes path-connectedness), with a smooth local defining function ρ\rhoρ with nonzero derivative at every boundary point.
  • H1H^1H1 is encoded by HasH1Gradient Ω v g: v,g∈L2(Ω)v,g\in L^2(\Omega)v,g∈L2(Ω) and ggg is the weak gradient of vvv against smooth test functions compactly supported in Ω\OmegaΩ. μ\muμ is the sInf of Rayleigh quotients over mean-zero nonzero H1H^1H1 functions; this set is nonempty and bounded below by 000.
  • InFirstNeumannEigenspace Ω u requires u∈C∞(Ω‾)u\in C^\infty(\overline\Omega)u∈C∞(Ω), mean zero, and the weak eigen-equation for all H1H^1H1 test pairs. The smoothness-up-to-the-boundary clause is a standard regularity fact for Neumann eigenfunctions on smooth domains (the preprint cites Showalter for it), so it does not exclude any eigenfunction.
  • The hypothesis u≠0u\ne0u=0 is pointwise somewhere in Ω\OmegaΩ. The conclusion uses sInf/sSup of uuu on frontier Ω, which is compact and nonempty, so these are the true minimum and maximum.
  • A vacuous reading is excluded: the eigenspace is nontrivial on every such domain (Rellich compactness), so the goal is a genuine statement about actual eigenfunctions.

Selected references

  • OpenAI, Strict hot spots and absence of interior critical points on smooth simply connected planar domains, OpenAI Math Release preprint, September 24, 2026. https://github.com/openai/math/blob/adc7f1241b42e322a6451854ab7e4b4c146bf78a/preprints/Strict-hot-spots-and-absence-of-interior-critical-points-on-smooth-simply-connected-planar-domains-September-24-2026/main.pdf
  • J. Rauch, Five problems: an introduction to the qualitative theory of partial differential equations, in Partial Differential Equations and Related Topics, LNM 446 (1975). https://doi.org/10.1007/BFb0070610
  • R. Bañuelos, K. Burdzy, On the "hot spots" conjecture of J. Rauch, J. Funct. Anal. 164 (1999). https://doi.org/10.1006/jfan.1999.3397
  • K. Burdzy, W. Werner, A counterexample to the "hot spots" conjecture, Ann. of Math. 149 (1999). https://doi.org/10.2307/121027
  • K. Burdzy, The hot spots problem in planar domains with one hole, Duke Math. J. 129 (2005), 481–502. https://doi.org/10.1215/S0012-7094-05-12932-5
  • D. Jerison, N. Nadirashvili, The "hot spots" conjecture for domains with two axes of symmetry, J. Amer. Math. Soc. 13 (2000), 741–772. https://doi.org/10.1090/S0894-0347-00-00346-5
  • R. Atar, K. Burdzy, On Neumann eigenfunctions in lip domains, J. Amer. Math. Soc. 17 (2004), 243–265. https://doi.org/10.1090/S0894-0347-04-00453-9
  • C. Judge, S. Mondal, Euclidean triangles have no hot spots, Ann. of Math. 191 (2020). https://doi.org/10.4007/annals.2020.191.1.3
  • J. Rohleder, A new approach to the hot spots conjecture, arXiv:2106.05224 (2021). https://arxiv.org/abs/2106.05224v4
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Nonuniqueness for bounded measurable scalar conductivities in three dimensionsResearch Paper

Motivation

Calderón's inverse conductivity problem asks whether the electrical conductivity inside a body is determined by voltage and current measurements on its boundary. Mathematically, a conductivity γ\gammaγ on a domain Ω\OmegaΩ defines the elliptic equation div⁡(γ∇u)=0\operatorname{div}(\gamma\nabla u)=0div(γ∇u)=0, and the boundary data are encoded by the Dirichlet-to-Neumann (DN) operator Λγ\Lambda_\gammaΛγ​, which maps a boundary voltage to the resulting boundary current. The problem underlies electrical impedance tomography and is the model case of a large family of inverse boundary-value problems. Calderón (1980) posed it for bounded measurable conductivities bounded away from zero; how much regularity uniqueness requires has been a central question since.

Background

  • 1974. Miller constructs elliptic divergence-form equations with nonunique continuation (doi:10.1007/BF00247634).
  • 1980. Calderón poses the problem and proves injectivity of the linearization at constant conductivities.
  • 1987. Sylvester and Uhlmann prove uniqueness for smooth conductivities in dimension n≥3n\ge3n≥3 (doi:10.2307/1971291).
  • 2006. Astala and Päivärinta prove uniqueness for bounded measurable conductivities in the plane (doi:10.4007/annals.2006.163.265).
  • 2015–2016. Haberman proves uniqueness for W1,nW^{1,n}W1,n conductivities in dimensions three and four (doi:10.1007/s00220-015-2460-3); Caro and Rogers prove it for Lipschitz conductivities in all dimensions n≥3n\ge3n≥3 (doi:10.1017/fmp.2015.9).
  • 2020. Daudé, Kamran and Nicoleau give anisotropic (matrix-valued) counterexamples with partial data, via nonunique continuation (doi:10.1017/fms.2020.1).

In dimension n≥3n\ge3n≥3, uniqueness for merely bounded measurable scalar conductivities remained unresolved. The source of this mission is an OpenAI preprint dated September 23, 2026, which constructs a counterexample in dimension three.

Setting

Let Ω=B(0,3)⊂R3\Omega=B(0,3)\subset\mathbb R^3Ω=B(0,3)⊂R3. A conductivity is a measurable γ:Ω→R\gamma:\Omega\to\mathbb Rγ:Ω→R with 0<c≤γ≤C0<c\le\gamma\le C0<c≤γ≤C almost everywhere. Let H1(Ω)H^1(\Omega)H1(Ω) be the Sobolev space, H01(Ω)H^1_0(\Omega)H01​(Ω) the closure of compactly supported smooth functions, and H1/2(∂Ω)≅H1(Ω)/H01(Ω)H^{1/2}(\partial\Omega)\cong H^1(\Omega)/H^1_0(\Omega)H1/2(∂Ω)≅H1(Ω)/H01​(Ω) the trace space, with dual H−1/2(∂Ω)H^{-1/2}(\partial\Omega)H−1/2(∂Ω). For a trace fff, let uf∈H1(Ω)u_f\in H^1(\Omega)uf​∈H1(Ω) be the unique function with trace fff such that

∫Ωγ ∇uf⋅∇φ dx=0(φ∈H01(Ω)).\int_\Omega\gamma\,\nabla u_f\cdot\nabla\varphi\,dx=0\qquad(\varphi\in H^1_0(\Omega)).∫Ω​γ∇uf​⋅∇φdx=0(φ∈H01​(Ω)).

The DN operator Λγ:H1/2(∂Ω)→H−1/2(∂Ω)\Lambda_\gamma:H^{1/2}(\partial\Omega)\to H^{-1/2}(\partial\Omega)Λγ​:H1/2(∂Ω)→H−1/2(∂Ω) is

⟨Λγf,g⟩=∫Ωγ ∇uf⋅∇v dx,Tr⁡v=g.\langle\Lambda_\gamma f,g\rangle=\int_\Omega\gamma\,\nabla u_f\cdot\nabla v\,dx,\qquad \operatorname{Tr}v=g.⟨Λγ​f,g⟩=∫Ω​γ∇uf​⋅∇vdx,Trv=g.

Formalization targets

Goal: Theorem 1.1

There are γ0,γ1∈L∞(B(0,3))\gamma_0,\gamma_1\in L^\infty(B(0,3))γ0​,γ1​∈L∞(B(0,3)) and 0<c<C0<c<C0<c<C with

c≤γj≤C a.e.,γj=1 near ∂B(0,3),∣{γ0≠γ1}∣>0,Λγ0=Λγ1.c\le\gamma_j\le C\ \text{a.e.},\qquad \gamma_j=1\ \text{near }\partial B(0,3),\qquad |\{\gamma_0\ne\gamma_1\}|>0,\qquad \Lambda_{\gamma_0}=\Lambda_{\gamma_1}.c≤γj​≤C a.e.,γj​=1 near ∂B(0,3),∣{γ0​=γ1​}∣>0,Λγ0​​=Λγ1​​.

The Lean statement OAI.ScalarConductivity.main_nonuniqueness is open on the platform.

Significance

The theorem shows that scalar Calderón uniqueness fails in the bounded measurable class in dimension three, in contrast with the planar theorem of Astala–Päivärinta and the Lipschitz and W1,nW^{1,n}W1,n uniqueness results in higher dimensions. It locates the regularity threshold for uniqueness strictly between L∞L^\inftyL∞ and the known positive classes. By Corollary 1.2, counterexamples can be localized: any finite family of disjoint balls inside any Lipschitz domain supports 2m2^m2m distinct conductivities with the same DN map.

The result is stated in an OpenAI preprint; it has not been peer reviewed, and no machine-checked proof exists.

Difficulty

Matrix-valued counterexamples exist, but they do not transfer to scalar conductivities: scalar coefficients can approximate matrix ones only in the sense of GGG- or HHH-convergence, and Rondi's example shows that exact realization of a full boundary map by a scalar coefficient can fail. Moreover, Daudé–Kamran–Nicoleau note an obstruction for full-boundary data: a weakly harmonic factor with constant full boundary trace is constant. One must therefore match the entire DN operator (every boundary input) exactly, with a scalar coefficient, and with uniform ellipticity bounds; the paper does so with a nested family of scalar blocks realizing prescribed current triples exactly.

Formalization scope

  • H1(B(0,3))H^1(B(0,3))H1(B(0,3)) is the closure, in L2(B;R4)L^2(B;\mathbb R^4)L2(B;R4), of the jets (f,∇f)(f,\nabla f)(f,∇f) of smooth fff; H01H^1_0H01​ is the closure of jets of smooth fff with compact support in the ball; the trace space is the quotient and the DN operator is a continuous linear map into its continuous dual.
  • IsDirichletToNeumann γ Λ requires existence and uniqueness of the weak γ\gammaγ-harmonic extension of every trace and the weak flux identity against every v∈H1v\in H^1v∈H1.
  • EqualOneNearBoundary asks for r<3r<3r<3 with γ=1\gamma=1γ=1 a.e. on {r<∣x∣<3}\{r<|x|<3\}{r<∣x∣<3}; bounds and measurability are stated almost everywhere on the ball.

A complete development needs Sobolev spaces on a ball, weak solutions of divergence-form equations (Lax–Milgram), trace spaces, and the paper's block constructions (convex-integration-type scalarization). Contributions formalizing Theorem 3.1 (exact finite-field scalarization), Proposition 4.1 (branching block) and Corollary 1.2 are welcome.

Selected references

  • OpenAI, Nonuniqueness for Bounded Measurable Scalar Conductivities in Three Dimensions, preprint, September 23, 2026. https://github.com/openai/math/blob/adc7f1241b42e322a6451854ab7e4b4c146bf78a/preprints/Nonuniqueness-for-Bounded-Measurable-Scalar-Conductivities-in-Three-Dimensions-September-23-2026/paper.pdf
  • A. P. Calderón, On an inverse boundary value problem, Seminar on Numerical Analysis and its Applications to Continuum Physics, Rio de Janeiro, 1980.
  • J. Sylvester, G. Uhlmann, A global uniqueness theorem for an inverse boundary value problem, Ann. of Math., 1987. https://doi.org/10.2307/1971291
  • K. Astala, L. Päivärinta, Calderón's inverse conductivity problem in the plane, Ann. of Math., 2006. https://doi.org/10.4007/annals.2006.163.265
  • P. Caro, K. M. Rogers, Global uniqueness for the Calderón problem with Lipschitz conductivities, Forum Math. Pi, 2016. https://doi.org/10.1017/fmp.2015.9
  • B. Haberman, Uniqueness in Calderón's problem for conductivities with unbounded gradient, Comm. Math. Phys., 2015. https://doi.org/10.1007/s00220-015-2460-3
  • T. Daudé, N. Kamran, F. Nicoleau, On nonuniqueness for the anisotropic Calderón problem with partial data, Forum Math. Sigma, 2020. https://doi.org/10.1017/fms.2020.1
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AnalysisMathematical PhysicsPartial Differential Equations·Captain: wurtle

Nonuniqueness for the periodic hard-sphere Boltzmann equationResearch Paper

Motivation: uniqueness of weak Boltzmann solutions

The Boltzmann equation describes a dilute gas through a density F(t,x,v)F(t,x,v)F(t,x,v) of particles at position xxx with velocity vvv, evolving by free transport and binary collisions. For hard spheres, the collision rate is proportional to the normal relative speed. In 1989 DiPerna and Lions constructed global renormalized solutions for all initial data with finite mass, energy and entropy, and weak stability holds at the same level. Existence and stability do not give uniqueness, though: the physical bounds do not even make the quadratic collision term locally integrable, and the uniqueness of general renormalized solutions is a basic question in kinetic theory (Silvestre 2022, §2). Uniqueness is known only under much stronger assumptions, such as Maxwellian upper bounds or closeness to equilibrium.

Timeline

  • 1974 — Ukai: global existence and uniqueness near a Maxwellian for periodic cutoff hard potentials (Proc. Japan Acad. 1974).
  • 1978 — Kaniel and Shinbrot: uniqueness and local existence under Maxwellian upper bounds (CMP 1978).
  • 1988 — Golse, Lions, Perthame and Sentis: velocity averaging lemmas (JFA 1988).
  • 1989 — DiPerna and Lions: global renormalized solutions and weak stability (Ann. of Math. 1989); the entropy inequality follows in 1991 (ARMA 1991).
  • 1999 — For the spatially homogeneous hard-sphere equation, Mischler and Wennberg prove uniqueness among conservative solutions with finite mass and energy (Ann. IHP C 1999); Wennberg gives homogeneous nonuniqueness examples in which the energy increases (J. Stat. Phys. 1999).
  • 2010 — Levermore and Masmoudi give a periodic formulation of renormalized solutions relative to a Maxwellian (ARMA 2010).
  • 2024–2026 — Ill-posedness results: Chen–Holmer for the constant kernel (Ann. PDE 2024), Chen–Guo–Shen–Zhang for hard spheres in Gaussian-weighted Lv2HxsL^2_vH^s_xLv2​Hxs​ (arXiv:2606.01331). Gismondi, Golding and Novack conjecture nonuniqueness of renormalized inhomogeneous Landau and Boltzmann solutions for a dense class of data (arXiv:2608.13758).
  • 2026 — An OpenAI preprint, Nonuniqueness for the periodic hard-sphere Boltzmann equation (OpenAI Math Release, September 23, 2026), claims a single finite-entropy datum on T3×R3\mathbb T^3\times\mathbb R^3T3×R3 with two distinct admissible solutions. It has not been peer reviewed, and the claim has not been formally verified.

Setting

Phase space is Ω=Tx3×Rv3\Omega=\mathbb T^3_x\times\mathbb R^3_vΩ=Tx3​×Rv3​, with T3=R3/Z3\mathbb T^3=\mathbb R^3/\mathbb Z^3T3=R3/Z3. For incoming velocities v,v∗v,v_*v,v∗​ and a collision normal ω∈S2\omega\in S^2ω∈S2, put a=(v−v∗)⋅ωa=(v-v_*)\cdot\omegaa=(v−v∗​)⋅ω, v′=v−aωv'=v-a\omegav′=v−aω, v∗′=v∗+aωv_*'=v_*+a\omegav∗′​=v∗​+aω. The hard-sphere collision operator is

Q(F,F)(v)=∫R3×S2∣a∣ (F(v′)F(v∗′)−F(v)F(v∗)) dv∗ dω,Q(F,F)(v)=\int_{\mathbb R^3\times S^2}|a|\,\big(F(v')F(v_*')-F(v)F(v_*)\big)\,dv_*\,d\omega ,Q(F,F)(v)=∫R3×S2​∣a∣(F(v′)F(v∗′​)−F(v)F(v∗​))dv∗​dω,

with ordinary surface measure on S2S^2S2; the two terms are the gain and the loss. The Cauchy problem is (∂t+v⋅∇x)F=Q(F,F)(\partial_t+v\cdot\nabla_x)F=Q(F,F)(∂t​+v⋅∇x​)F=Q(F,F), F(0)=F0F(0)=F_0F(0)=F0​. An initial datum has finite entropy if it is nonnegative and ∫ΩF0(1+∣v∣2+∣log⁡F0∣)<∞\int_\Omega F_0(1+|v|^2+|\log F_0|)<\infty∫Ω​F0​(1+∣v∣2+∣logF0​∣)<∞.

A solution is admissible (Definition 2.1 of the source) if, with M(v)=(2π)−3/2e−∣v∣2/2M(v)=(2\pi)^{-3/2}e^{-|v|^2/2}M(v)=(2π)−3/2e−∣v∣2/2:

  • it is renormalized: the equation holds weakly for Mβ(F/M)M\beta(F/M)Mβ(F/M) for every C1C^1C1 β\betaβ with β(0)=0\beta(0)=0β(0)=0 and ∣β′(z)∣≤Cβ/(1+z)|\beta'(z)|\le C_\beta/(1+z)∣β′(z)∣≤Cβ​/(1+z), and the separately renormalized gain and loss are integrable on bounded time intervals;
  • it is weakly continuous in L1L^1L1 against every bounded measurable test and takes the initial value F0F_0F0​;
  • mass, energy and absolute entropy stay bounded on bounded time intervals;
  • it conserves local mass and total momentum, and satisfies the energy inequality and the relative-entropy inequality with the full entropy dissipation at every time.

Formalization targets

Goal: two admissible solutions from one datum (Theorem 1.1)

There is a nonnegative finite-entropy datum F0F_0F0​ with bounded velocity support, two admissible global solutions F,GF,GF,G with initial datum F0F_0F0​, and a time T>0T>0T>0 such that

F,G∈C([0,T];L1(Ω)),Q±(F), Q±(G)∈L1([0,T]×Ω),F(t)≠G(t) in L1 for some t∈[0,T].F,G\in C([0,T];L^1(\Omega)),\qquad Q^\pm(F),\,Q^\pm(G)\in L^1([0,T]\times\Omega),\qquad F(t)\neq G(t)\ \text{in } L^1 \text{ for some } t\in[0,T].F,G∈C([0,T];L1(Ω)),Q±(F),Q±(G)∈L1([0,T]×Ω),F(t)=G(t) in L1 for some t∈[0,T].

This is Theorem 1.1 of the source (p. 3), with the difference placed in the common interval of strong continuity, which is where the source establishes it. The goal is published on the platform with status Open: no machine-checked proof exists yet.

Significance

The result itself. If the source's proof is correct, the theorem shows that the DiPerna–Lions framework, even with local mass conservation, momentum conservation and the energy and entropy inequalities retained, does not determine the evolution uniquely. The example is spatially inhomogeneous and periodic, and the two solutions start from exactly the same datum, unlike ill-posedness results that compare nearby data. On the interval where they differ, both solutions satisfy the unrenormalized equation. The datum has bounded velocities but unbounded amplitudes concentrated at smaller and smaller spatial scales, which points to the kind of extra control a uniqueness theorem has to impose.

Formalizing it. The statement fixes a long list of admissibility conditions. Its definitions are a useful contribution in their own right: renormalized solutions, entropy dissipation and kinetic test functions on the torus are not in Mathlib. The 65-page proof (colored decompositions, Carleman representation, velocity averaging, a dilation limit and a branching analysis) is a long-term target. Its propositions are natural milestones.

Difficulty

Constructing two different weak limits is not the hard part: approximations with and without a small "hot seed" give two candidate solutions. The difficulty is to show that they really differ. A vanishing seed can produce a hit on the a priori cap that carries arbitrarily little mass, and weak compactness can erase it in the limit. The source must rule out this loss of information uniformly as the cold velocity distributions collapse onto an axis, where the weight controlling the hot density is singular. At the same time every admissibility condition, including the entropy-dissipation inequality and local mass conservation, has to survive the limits. Energy-increasing constructions (Wennberg) and homogeneous examples do not meet these constraints.

Formalization scope

  • Velocities live in EuclideanSpace ℝ (Fin 3), positions in Fin 3 → AddCircle 1, and densities are real functions on phase space. The sphere carries (volume).toSphere, which is ordinary surface area, not a probability measure.
  • gain and loss are Bochner integrals. To prevent them from silently returning 000 on non-integrable fibers, AdmissibleGlobal requires fiberwise integrability and space-time integrability of the renormalized gain and loss.
  • AdmissibleGlobal f₀ F encodes Definition 2.1: finite entropy at each time, a.e. initial value, weak continuity against bounded measurable tests, uniform moment bounds, the renormalized equation for all Renormalization β\betaβ and all smooth periodic KineticTest φ\varphiφ, local mass conservation against MassTest, total momentum conservation, the energy inequality, and the entropy inequality in ℝ≥0∞ with the lower semicontinuous extension of (A−B)log⁡(A/B)(A-B)\log(A/B)(A−B)log(A/B).
  • StrongEarly T F adds T>0T>0T>0, strong L1L^1L1 continuity on [0,T][0,T][0,T] via eLpNorm, and integrability of gain and loss on [0,T][0,T][0,T]. Distinctness is ¬ (F t =ᵐ G t) for some t∈[0,T]t\in[0,T]t∈[0,T].
  • Infrastructure needed: averaging lemmas, renormalized-solution compactness, the Carleman representation, and estimates on free transport on the torus. Contributions to any of these are welcome.

Selected references

  • R. J. DiPerna and P.-L. Lions, On the Cauchy problem for Boltzmann equations: global existence and weak stability, Ann. of Math. 130 (1989), 321–366. https://doi.org/10.2307/1971423
  • R. J. DiPerna and P.-L. Lions, Global solutions of Boltzmann's equation and the entropy inequality, Arch. Ration. Mech. Anal. 114 (1991), 47–55. https://doi.org/10.1007/BF00375684
  • C. D. Levermore and N. Masmoudi, From the Boltzmann equation to an incompressible Navier–Stokes–Fourier system, Arch. Ration. Mech. Anal. 196 (2010), 753–809. https://doi.org/10.1007/s00205-009-0254-5
  • L. Silvestre, Regularity estimates and open problems in kinetic equations, arXiv:2204.06401 (2022). https://doi.org/10.48550/arXiv.2204.06401
  • S. Kaniel and M. Shinbrot, The Boltzmann equation. I. Uniqueness and local existence, Comm. Math. Phys. 58 (1978), 65–84. https://doi.org/10.1007/BF01624788
  • S. Ukai, On the existence of global solutions of mixed problem for non-linear Boltzmann equation, Proc. Japan Acad. 50 (1974), 179–184. https://doi.org/10.3792/pja/1195519027
  • S. Mischler and B. Wennberg, On the spatially homogeneous Boltzmann equation, Ann. Inst. H. Poincaré C 16 (1999), 467–501. https://doi.org/10.1016/S0294-1449(99)80025-0
  • B. Wennberg, An example of nonuniqueness for solutions to the homogeneous Boltzmann equation, J. Stat. Phys. 95 (1999), 469–477. https://doi.org/10.1023/A:1004546031908
  • F. Golse, P.-L. Lions, B. Perthame and R. Sentis, Regularity of the moments of the solution of a transport equation, J. Funct. Anal. 76 (1988), 110–125. https://doi.org/10.1016/0022-1236(88)90051-1
  • X. Chen and J. Holmer, Well/ill-posedness bifurcation for the Boltzmann equation with constant collision kernel, Ann. PDE 10 (2024), Art. 14. https://doi.org/10.1007/s40818-024-00177-w
  • X. Chen, Y. Guo, S. Shen and Z. Zhang, Sharp HxsH^s_xHxs​ ill-posedness of the hard-sphere Boltzmann equation, arXiv:2606.01331 (2026). https://doi.org/10.48550/arXiv.2606.01331
  • N. Gismondi, W. Golding and M. Novack, A sharp rigidity/flexibility threshold for the isotropic Landau equation, arXiv:2608.13758 (2026). https://doi.org/10.48550/arXiv.2608.13758
  • OpenAI, Nonuniqueness for the periodic hard-sphere Boltzmann equation, OpenAI Math Release preprint, September 23, 2026 (Theorem 1.1, p. 3; Definition 2.1, p. 8). https://github.com/openai/math/blob/adc7f1241b42e322a6451854ab7e4b4c146bf78a/preprints/Nonuniqueness-for-the-periodic-hard-sphere-Boltzmann-equation-September-23-2026/paper.pdf
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Mathematical PhysicsPartial Differential Equations·Captain: wurtle

Global classical solutions of the three-dimensional relativistic Vlasov–Maxwell systemResearch Paper

Motivation

The relativistic Vlasov–Maxwell system is the basic kinetic model of a collisionless plasma: a cloud of charged particles, described by a phase-space density, moves under the electromagnetic field it generates, and the field evolves by Maxwell's equations with the particles as sources. Whether smooth, compactly supported data in three dimensions always produce a solution that stays smooth for all time has been the central question about the Cauchy problem for this system since the 1980s. Weak solutions exist globally, but they come without regularity or uniqueness, and every previous global classical result required smallness, a dimensional reduction, symmetry, or a nearby global reference solution.

This mission asks for a machine-checked proof of global existence and uniqueness of classical solutions for arbitrary smooth admissible data, as claimed in an OpenAI preprint dated September 23, 2026 (source). The preprint has not been peer reviewed and its claim has not been independently verified; on the platform the Lean goal below is open.

Timeline

  • 1984 — Wollman proves local existence and uniqueness of classical solutions (CPAM 1984).
  • 1986 — Glassey and Strauss show that a classical solution continues as long as the momentum support stays bounded (ARMA 1986); in 1987 they prove global existence for initially dilute plasmas (CMP 1987).
  • 1985–1998 — Glassey and Schaeffer obtain global classical solutions for symmetric relativistic Vlasov–Poisson (CMP 1985) and for reduced Vlasov–Maxwell models in one and one-half, two and one-half, and two dimensions (1990, 1997, 1998).
  • 1989 — DiPerna and Lions prove global existence of weak solutions for large data (CPAM 1989); Rein treats the relativistic case directly (CMS 2004).
  • 1990 — Rein proves stability of global existence near suitable global solutions (CMP 1990).
  • 2002–2003 — New proofs of the continuation criterion by Klainerman–Staffilani (CPAA 2002) and Bouchut–Golse–Pallard (ARMA 2003).
  • 2004–2016 — Refined continuation criteria: Schaeffer's small-data theorem with momentum tails (IUMJ 2004), Pallard (IUMJ 2005), Luk and Strain's two-dimensional projection criterion (CMP 2014) and moment bounds (ARMA 2016).
  • 2020–2025 — Small-particle global results with large fields: Bigorgne (CMP 2020; APDE 2025), Wei–Yang (CMP 2021).
  • 2026 — Wang establishes large-data global existence under cylindrical symmetry (arXiv:2203.01199, arXiv:2607.14685).
  • September 2026 — The OpenAI preprint claims the general large-data result without symmetry (Theorem 1.1, p. 3).

Setting

For momentum v∈R3v\in\mathbb R^3v∈R3 let q(v)=1+∣v∣2q(v)=\sqrt{1+|v|^2}q(v)=1+∣v∣2​ and u(v)=v/q(v)u(v)=v/q(v)u(v)=v/q(v) (the relativistic velocity, ∣u∣<1|u|<1∣u∣<1). The unknowns are a particle density f(t,x,v)≥0f(t,x,v)\ge0f(t,x,v)≥0 and fields E(t,x),B(t,x)∈R3E(t,x),B(t,x)\in\mathbb R^3E(t,x),B(t,x)∈R3, with charge and current densities ρf=∫f dv\rho_f=\int f\,dvρf​=∫fdv and jf=∫u(v)f dvj_f=\int u(v)f\,dvjf​=∫u(v)fdv. In the one-species normalization the system is

∂tf+u(v)⋅∇xf+(E+u(v)×B)⋅∇vf=0,\partial_tf+u(v)\cdot\nabla_xf+(E+u(v)\times B)\cdot\nabla_vf=0,∂t​f+u(v)⋅∇x​f+(E+u(v)×B)⋅∇v​f=0, ∂tE−∇x×B=−jf,∂tB+∇x×E=0,∇x⋅E=ρf,∇x⋅B=0.\partial_tE-\nabla_x\times B=-j_f,\qquad \partial_tB+\nabla_x\times E=0,\qquad \nabla_x\cdot E=\rho_f,\qquad \nabla_x\cdot B=0 .∂t​E−∇x​×B=−jf​,∂t​B+∇x​×E=0,∇x​⋅E=ρf​,∇x​⋅B=0.

A smooth admissible datum (f0,E0,B0)(f_0,E_0,B_0)(f0​,E0​,B0​) has f0∈Cc∞(Rx3×Rv3)f_0\in C_c^\infty(\mathbb R^3_x\times\mathbb R^3_v)f0​∈Cc∞​(Rx3​×Rv3​), f0≥0f_0\ge0f0​≥0, E0,B0E_0,B_0E0​,B0​ smooth with every derivative bounded and E0,B0∈L2E_0,B_0\in L^2E0​,B0​∈L2, and satisfies ∇⋅E0=ρf0\nabla\cdot E_0=\rho_{f_0}∇⋅E0​=ρf0​​, ∇⋅B0=0\nabla\cdot B_0=0∇⋅B0​=0. A classical solution on [0,∞)[0,\infty)[0,∞) is a C1C^1C1 triple solving the system pointwise, with E,BE,BE,B continuous in time with values in L2L^2L2, and with f(t,⋅,⋅)f(t,\cdot,\cdot)f(t,⋅,⋅) supported in a fixed compact set on each bounded time interval.

Formalization targets

Goal: Theorem 1.1 (p. 3)

Every smooth admissible datum generates a classical solution on [0,∞)[0,\infty)[0,∞) with the given initial values; for every finite TTT the solution is C∞C^\inftyC∞ on [0,T]×R6[0,T]\times\mathbb R^6[0,T]×R6 (respectively [0,T]×R3[0,T]\times\mathbb R^3[0,T]×R3 for the fields) with compact phase-space support on [0,T][0,T][0,T]; and any other classical solution with the same datum agrees with it at every t≥0t\ge0t≥0. This is OAI.RVM.global_classical_solution.

Significance

The result itself. It settles the large-data global classical regularity problem for three-dimensional relativistic Vlasov–Maxwell, with no size, symmetry or neutrality assumption; nonzero total charge with its Coulomb tail is allowed. Global well-posedness at this level is the starting point for questions about long-time behaviour, scattering and stability of plasma equilibria that previously could only be posed for small or symmetric data.

Formalizing it. The proof combines the Glassey–Strauss representation of fields along backward light cones, energy-flux estimates, a delicate signed bootstrap, and local well-posedness and continuation theory. None of this PDE infrastructure (wave-equation representation formulas, characteristics of transport equations in phase space, Sobolev local theory) is currently available in a proof assistant at the needed level, so each component is reusable.

Difficulty

By the Glassey–Strauss criterion it suffices to bound the momentum support on finite time intervals. The natural approach estimates the absolute value of the force along a characteristic using the retarded field representation and energy flux through light cones. At receiver energy www this loses a factor w\sqrt ww​ relative to what is needed (Section 1.2, p. 4); the loss comes from sources whose velocity is much closer to the light ray than the receiver's. The preprint instead estimates the signed momentum increment VX(t2)−VX(t1)V_X(t_2)-V_X(t_1)VX​(t2​)−VX​(t1​), integrating the retarded force along source trajectories before taking norms (Proposition 2.1, p. 5; Lemma 6.1, p. 24), controls direction changes (Lemma 7.1, p. 29), and closes a bootstrap whose time-to-double lower bounds have a divergent sum (Section 9).

Formalization scope

  • Space and momentum are EuclideanSpace ℝ (Fin 3); derivatives are Fréchet derivatives in coordinate directions; the time derivative is derivWithin on [0,∞)[0,\infty)[0,∞), so t=0t=0t=0 is one-sided.
  • Admissible encodes C∞C^\inftyC∞ with compact support and nonnegativity for f0f_0f0​; ContDiff ℝ ∞ with all iterated derivatives bounded and MemLp 2 for E0,B0E_0,B_0E0​,B0​; and both Gauss constraints pointwise.
  • Classical requires C1C^1C1 regularity on the closed half-spaces, f≥0f\ge0f≥0, continuity of t↦E(t),B(t)t\mapsto E(t),B(t)t↦E(t),B(t) into L2L^2L2 on [0,∞)[0,\infty)[0,∞), compact phase support on each [0,T][0,T][0,T], all five equations pointwise for t≥0t\ge0t≥0 (including both constraints), and the initial values.
  • The conclusion asserts existence, smoothness on every finite horizon, and uniqueness within the same classical class; uniqueness is pointwise equality at all t≥0t\ge0t≥0. The hypotheses are satisfiable (e.g. f0=0f_0=0f0​=0, E0=B0=0E_0=B_0=0E0​=B0​=0), so the statement is not vacuous.
  • ρ\rhoρ and jjj are Bochner integrals in vvv; for compactly supported fff these are the genuine moments.

Selected references

  • OpenAI, Global classical solutions of the three-dimensional relativistic Vlasov–Maxwell system, OpenAI Math Release preprint, September 23, 2026. https://github.com/openai/math/blob/adc7f1241b42e322a6451854ab7e4b4c146bf78a/preprints/Global-classical-solutions-of-the-three-dimensional-relativistic-Vlasov-Maxwell-system-September-23-2026/paper.pdf
  • R. T. Glassey, W. A. Strauss, Singularity formation in a collisionless plasma could occur only at high velocities, Arch. Ration. Mech. Anal. 92 (1986). https://doi.org/10.1007/BF00250732
  • R. T. Glassey, W. A. Strauss, Absence of shocks in an initially dilute collisionless plasma, Comm. Math. Phys. 113 (1987). https://doi.org/10.1007/BF01223511
  • S. Wollman, An existence and uniqueness theorem for the Vlasov–Maxwell system, Comm. Pure Appl. Math. 37 (1984). https://doi.org/10.1002/cpa.3160370404
  • R. J. DiPerna, P.-L. Lions, Global weak solutions of Vlasov–Maxwell systems, Comm. Pure Appl. Math. 42 (1989). https://doi.org/10.1002/cpa.3160420603
  • J. Luk, R. M. Strain, A new continuation criterion for the relativistic Vlasov–Maxwell system, Comm. Math. Phys. 331 (2014). https://doi.org/10.1007/s00220-014-2108-8
  • F. Bouchut, F. Golse, C. Pallard, Classical solutions and the Glassey–Strauss theorem for the 3D Vlasov–Maxwell system, Arch. Ration. Mech. Anal. 170 (2003). https://doi.org/10.1007/s00205-003-0265-6
  • S. Klainerman, G. Staffilani, A new approach to study the Vlasov–Maxwell system, Commun. Pure Appl. Anal. 1 (2002). https://doi.org/10.3934/cpaa.2002.1.103
  • X. Wang, Large data global solution of the 3D RVM system with cylindrical symmetry, arXiv:2203.01199 and arXiv:2607.14685 (2026). https://arxiv.org/abs/2607.14685v1
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