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The Quantum Formalization Drive

A coordinated effort to formalize the mathematics of quantum information and quantum computation in Lean 4.

Scope: missions in quantum information theory, quantum computation and algorithms, quantum complexity theory, quantum error correction, entanglement theory, and quantum learning.

836 open missions

Missions

276–300 of 836
Open836Completed394All1230
Linear algebraOptimizationQuantum Information·Captain: mikedeng1

The Sum-of-Squares Hierarchy on the Sphere, and Applications in Quantum Information Theory II: The Dual of the ℓ-th DPS Cone Is the Set of M for Which ‖y‖^{2(ℓ−1)}·p_M Is a Real Sum of SquaresResearch Paper

Deciding whether a bipartite quantum state is entangled is a basic computational problem of quantum information theory, and it is NP-hard in general (Gurvits 2003). The most widely used family of tests is the DPS hierarchy of Doherty, Parrilo and Spedalieri (DPS 2002, DPS 2004): a sequence of semidefinite programs, indexed by an integer level ℓ≥1\ell\ge1ℓ≥1,…

9 thms3 active usersReviewed
Harmonic AnalysisNumerical AnalysisQuantum Information·Captain: mikedeng1

Quantum Algorithm for Systems of Linear Equations with Exponentially Improved Dependence on Precision II: A Discretized Gaussian Fourier Double Sum Is ε-Close to 1/x on [−1, −1/κ] ∪ [1/κ, 1]Research Paper

A quantum algorithm for a system of linear equations must turn operations it can implement into an approximation of the inverse of the system matrix. For a Hermitian matrix, time evolution e−iAte^{-iAt}e−iAt is such an operation. Childs, Kothari and Somma use a Fourier expansion of the scalar reciprocal 1/x1/x1/x to express an approximation to A−1A^{-1}A−1 as a finite linear…

8 thms3 active usersReviewed
Quantum InformationTheoretical Computer Science·Captain: mikedeng1

Search via Quantum Walk 1: Recursive Amplitude Amplification with Approximate Reflections R(βᵢ), βᵢ = 18γ/(4π³i²), Finds a Marked Element with Probability at Least 1/12 − 3γResearch Paper

Grover's algorithm finds a marked element among NNN with O(N)O(\sqrt N)O(N​) queries by alternating two reflections: one about the initial state and one that flips the sign of marked states. In quantum-walk search, the initial state ∣π⟩|\pi\rangle∣π⟩ encodes the stationary distribution of a Markov chain, and the reflection about ∣π⟩|\pi\rangle∣π⟩ is too expensive to implement…

14 thms3 active usersReviewed
Functional AnalysisLinear algebraQuantum Information·Captain: iris

From Wigner-Yanase-Dyson conjecture to Carlen-Frank-Lieb conjecture: the full range of (p, q, s) where Tr(B^{q/2}K*A^pKB^{q/2})^s is jointly concave or jointly convexResearch Paper

Convexity and concavity of trace functions of matrices are a basic tool of mathematical physics and quantum information. Lieb's concavity theorem (Lieb 1973), that (A,B)↦Tr⁡K∗ApKB1−p(A,B)\mapsto\operatorname{Tr}K^*A^pKB^{1-p}(A,B)↦TrK∗ApKB1−p is jointly concave for 0<p≤10<p\le10<p≤1, settled the Wigner–Yanase–Dyson conjecture on the concavity of skew information and underlies the strong subadditivity…

12 thms2 active usersReviewed
cryptographyInformation TheoryQuantum Information·Captain: iris

Universally composable privacy amplification against quantum adversaries: two-universal hashing yields a key within 122−(S2−S0−s)/2\frac12 2^{-(S_2-S_0-s)/2}21​2−(S2​−S0​−s)/2 of idealResearch Paper

Two parties who share a partially secret string ZZZ can turn it into a short, highly secret key by privacy amplification: one of them publicly picks a hash function FFF and both compute S=F(Z)S=F(Z)S=F(Z) (Bennett, Brassard, Robert 1988). The step ends almost every quantum key distribution protocol, so the security of those protocols rests on what an adversary who holds a…

30 thms2 active usersReviewed
cryptographyInformation TheoryQuantum Information·Captain: iris

Quantum Key Distribution and String Oblivious Transfer in Noisy Channels: Security of String-QOT Against Bob, I(B;V∣Pass=1,C=1)⋅Pr⁡(Pass=1)≤2−ξnI(B;V\mid Pass=1,C=1)\cdot\Pr(Pass=1)\le 2^{-\xi n}I(B;V∣Pass=1,C=1)⋅Pr(Pass=1)≤2−ξnResearch Paper

Quantum key distribution lets two parties who share no secret agree on one over a public quantum channel, with security resting on physics and not on a computational assumption. The BB84 scheme of Bennett and Brassard is the standard protocol, and the question that drove the field through the 1990s was whether it stays secure when the eavesdropper applies…

26 thms2 active usersReviewed
Machine LearningQuantum InformationRepresentation Theory·Captain: iris

Representation Theory for Geometric Quantum Machine Learning: The Commutant of a Unitary Representation Is the Direct Sum of Multiplicity-Space Operators Tensored with the Identity on Each IrrepResearch Paper

Geometric quantum machine learning builds the symmetries of a learning task into a quantum model. A parametrized circuit is made equivariant when it commutes with a representation of the symmetry group, and a measurement is made invariant in the same way. The tutorial of Ragone et al., Representation Theory for Geometric Quantum Machine Learning, organizes…

22 thms2 active usersReviewed
Functional AnalysisInformation TheoryQuantum Information·Captain: iris

Rényi relative entropies and noncommutative LpL_pLp​-spaces: The Sandwiched Rényi Data Processing Inequality for Positive Trace-Preserving Maps on von Neumann Algebras, With Bounds on the Entropy DropResearch Paper

Rényi relative entropies Dα(ρ∥σ)D_\alpha(\rho\|\sigma)Dα​(ρ∥σ) are one-parameter deformations of the Umegaki relative entropy. In quantum information theory they give the strong converse exponents of hypothesis testing and of channel coding, and the sandwiched Rényi relative entropy

24 thms2 active usersReviewed
Linear algebraMathematical PhysicsProbability+2·Captain: iris

Formalism Locality in Quantum Theory and Quantum Gravity: The Clumped Causaloid Fully Specifies the Quantum Theory of Pairwise Interacting QubitsResearch Paper

General relativity has no fixed causal structure, and quantum theory has indefiniteness: a theory of quantum gravity may have to be probabilistic about causal structure itself. L. Hardy's causaloid framework addresses this by asking for predictions that make no reference to a background causal order. The 2008 paper Formalism Locality in Quantum Theory and…

23 thms2 active usersReviewed
MetrologyQuantum Error CorrectionQuantum Information·Captain: iris

Optimal probes and error-correction schemes in multi-parameter quantum metrology: the minimum cost of joint error-corrected multi-parameter estimation is an explicit semidefinite programResearch Paper

Quantum metrology studies how well unknown parameters of a physical process can be estimated when the probe is a quantum system. With NNN uncorrelated repetitions, or total interrogation time TTT under noise, the estimation error of a parameter typically scales as 1/T1/\sqrt{T}1/T​ (the standard scaling). Noiseless coherent evolution allows Heisenberg scaling (HS), an…

16 thms2 active usersReviewed
CombinatoricsRepresentation Theory·Captain: iris

New versions of Schur-Weyl duality: GLn\mathrm{GL}_nGLn​ and the deranged algebra eBr,r(n)eeB^{(n)}_{r,r}eeBr,r(n)​e are mutual centralizers on sln⊗r\mathfrak{sl}_n^{\otimes r}sln⊗r​ for n≥2rn \ge 2rn≥2rResearch Paper

Schur-Weyl duality says that on V⊗rV^{\otimes r}V⊗r, with V=CnV=\mathbb C^nV=Cn, the general linear group and the symmetric group span each other's commutants. It is the standard route from the representation theory of Sr\mathfrak S_rSr​ to that of GLn\mathrm{GL}_nGLn​. Brauer extended it to orthogonal and symplectic groups, and Benkart, Chakrabarti, Halverson, Leduc, Lee and…

30 thms2 active usersReviewed
Linear algebraQuantum Information·Captain: iris

Towards Large-Scale Quantum Computation I: every two-qubit gate is (G2A⊗G2B)Gθ⃗(G1A⊗G1B)(G_{2A}\otimes G_{2B})G_{\vec\theta}(G_{1A}\otimes G_{1B})(G2A​⊗G2B​)Gθ​(G1A​⊗G1B​) up to phase, with a unique θ⃗\vec\thetaθ in the Weyl chamberTextbook

A quantum computer is built from gates acting on one or two qubits, and the two-qubit gates are the expensive ones: they need a physical interaction between qubits, take longer and fail more often than single-qubit gates. Single-qubit gates are comparatively cheap. A question asked by everyone who designs a quantum architecture is therefore: what is left of…

13 thms2 active usersReviewed
Algebraic GeometryGroup Theory·Captain: iris

Anti-affine algebraic groups: Classification over an abelian variety by Galois-stable sublattices of A∨(ks)A^\vee(k_s)A∨(ks​) and subspaces of H1(A,OA)H^1(A, \mathcal{O}_A)H1(A,OA​)Research Paper

Group schemes of finite type over a field split into two complementary kinds. Affine group schemes are the linear groups, and their theory is extensive. Anti-affine groups are the group schemes GGG with O(G)=k\mathcal O(G)=kO(G)=k: every regular function is constant. Any connected group scheme GGG has a smallest normal subgroup scheme GantG_{\mathrm{ant}}Gant​ with affine quotient,…

22 thms2 active usersReviewed
Linear algebraMathematical PhysicsQuantum Information·Captain: iris

BCS-like Modewise Entanglement of Fermion Gaussian States: under any bipartition of modes a pure Gaussian state is a product of two-mode squeezed pairs and vacuum modes in locally transformed modesResearch Paper

Quadratic fermion Hamiltonians H=∑Cijbi†bj+∑(Aijbi†bj†+h.c.)H=\sum C_{ij}b_i^\dagger b_j+\sum(A_{ij}b_i^\dagger b_j^\dagger+\text{h.c.})H=∑Cij​bi†​bj​+∑(Aij​bi†​bj†​+h.c.) describe BCS superconductivity and the Hubbard model in mean-field approximation, and several exactly solvable spin chains after a Jordan–Wigner transformation. Their ground states, and all their eigenstates with a definite set of quasi-particle…

26 thms2 active usersReviewed
Mathematical PhysicsQuantum InformationRepresentation Theory·Captain: iris

Decoherence, Control, and Symmetry in Quantum Computers VII: nnn qubits under collective decoherence split into spin-JJJ irreps with multiplicity (2J+1)n!/((n/2+J+1)!(n/2−J)!)(2J+1)n!/((n/2+J+1)!(n/2-J)!)(2J+1)n!/((n/2+J+1)!(n/2−J)!)Textbook

Qubits that sit close together, closer than the wavelength of the environment modes they couple to, are disturbed by that environment in the same way. The resulting noise is collective decoherence: its error operators are the collective spin operators Sα=∑i12σα(i)S_\alpha=\sum_i\tfrac12\sigma_\alpha^{(i)}Sα​=∑i​21​σα(i)​ rather than independent errors on each qubit. Chapter 8 of D. M.…

21 thms2 active usersReviewed
Functional AnalysisHarmonic AnalysisMathematical Physics+1·Captain: iris

Introduction to Quantum Noise, Measurement and Amplification: the quantum noise inequality gives the standard quantum limit on the added noise of a linear position detectorResearch Paper

A weak measurement of a quantum system, or the amplification of a weak signal, always adds noise. The review of Clerk, Devoret, Girvin, Marquardt and Schoelkopf (arXiv:0810.4729, Rev. Mod. Phys. 82, 1155, 2010) derives the size of this unavoidable noise in a linear-response framework that assumes almost nothing about the detector: some stationary quantum…

22 thms2 active usersReviewed
Quantum Information·Captain: Gohan

Characterization of non-local gatesResearch Paper

A non-local unitary transformation of two qubits occurs when some Hamiltonian interaction couples them. Here we characterize the amount, as measured by time, of interaction required to perform two--qubit gates, when also arbitrarily fast, local unitary transformations can be applied on each qubit. The minimal required time of interaction, or interaction…

23 thms2 active usersReviewed
Quantum Information·Captain: Gohan

Classical Shadow Tomography with Locally Scrambled Quantum DynamicsResearch Paper

We generalize the classical shadow tomography scheme to a broad class of finite-depth or finite-time local unitary ensembles, known as locally scrambled quantum dynamics, where the unitary ensemble is invariant under local basis transformations. In this case, the reconstruction map for the classical shadow tomography depends only on the average entanglement…

19 thms2 active usersReviewed
Quantum Information·Captain: Gohan

Entanglement Renyi entropies in holographic theoriesResearch Paper

Ryu and Takayanagi conjectured a formula for the entanglement (von Neumann) entropy of an arbitrary spatial region in an arbitrary holographic field theory. The von Neumann entropy is a special case of a more general class of entropies called Renyi entropies. Using Euclidean gravity, Fursaev computed the entanglement Renyi entropies (EREs) of an arbitrary…

8 thms2 active usersReviewed
Quantum Information·Captain: Gohan

A new inequality for the von Neumann entropyResearch Paper

Strong subadditivity of von Neumann entropy, proved in 1973 by Lieb and Ruskai, is a cornerstone of quantum coding theory. All other known inequalities for entropies of quantum systems may be derived from it. Here we prove a new inequality for the von Neumann entropy which we prove is independent of strong subadditivity: it is an inequality which is true…

13 thms2 active usersReviewed
Quantum Information·Captain: Gohan

Pure-state transformations and catalysis under operations that completely preserve positivity of partial transposeResearch Paper

Motivated by the desire to better understand the class of quantum operations on bipartite systems that preserve positivity of partial transpose (PPT operations) and its relation to the class LOCC (local operations and classical communication), we present some results on deterministic bipartite pure state transformations by PPT operations. Restricting our…

31 thms2 active usersReviewed
Quantum Information·Captain: Gohan

Matchgates and classical simulation of quantum circuitsResearch Paper

Let G(A,B) denote the 2-qubit gate which acts as the 1-qubit SU(2) gates A and B in the even and odd parity subspaces respectively, of two qubits. Using a Clifford algebra formalism we show that arbitrary uniform families of circuits of these gates, restricted to act only on nearest neighbour (n.n.) qubit lines, can be classically efficiently simulated.…

20 thms2 active usersReviewed
Quantum Information·Captain: Gohan

Robust Self Testing of Unknown Quantum Systems into Any Entangled Two-Qubit StatesResearch Paper

Self testing is a device independent approach to estimate the state and measurement operators, without the need to assume the dimension of our quantum system. In this paper, we show that one can self test black boxes into any pure entangled two-qubit state, by performing simple Bell type experiments. The approach makes use of only one family of…

7 thms2 active usersReviewed
Quantum Information·Captain: Gohan

Classical Shadows for Quantum Process Tomography on Near-term Quantum ComputersResearch Paper

Quantum process tomography is a powerful tool for understanding quantum channels and characterizing properties of quantum devices. Inspired by recent advances using classical shadows in quantum state tomography [H.-Y. Huang, R. Kueng, and J. Preskill, Nat. Phys. 16, 1050 (2020).], we have developed ShadowQPT, a classical shadow method for quantum process…

11 thms2 active usersReviewed
Quantum Information·Captain: Gohan

A triangle of dualities: reversibly decomposable quantum channels, source-channel duality, and time reversalResearch Paper

Two quantum information processing protocols are said to be dual under resource reversal if the resources consumed (generated) in one protocol are generated (consumed) in the other. Previously known examples include the duality between entanglement concentration and dilution, and the duality between coherent versions of teleportation and super-dense coding.…

11 thms2 active usersReviewed
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Top contributors

RankContributorAccepted solutionsSubmitted problems
1FIfizzyinc3287472
2SHshivm41212
3MAMazecto256251
4MAmarwahaha144197
5NINickrobbins9514247
6KMkmehltretter821385
7ECEthan Cheung Wang1370
8MRMrnaiq9219
9ALAlien608689
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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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