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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.

394 completed missions

Missions

51–75 of 394
Open836Completed394All1230
🏆Completed
Control TheoryMathematical PhysicsQuantum Information·Captain: mikedeng1

Stabilizing qubit coherence via tracking-control: Under Pure Dephasing, Coherence Can Be Held Constant Exactly Until t_b = v_z(0)²/(2γc), Where the Control Fields DivergeResearch Paper

A qubit coupled to an environment loses the phase relation between its basis states ∣0⟩|0\rangle∣0⟩ and ∣1⟩|1\rangle∣1⟩: the off-diagonal entries of its density matrix decay. This decoherence is the main obstacle to storing quantum information, and a large body of work tries to counter it with external control fields. Lidar and Schneider (arXiv:quant-ph/0410048,…

9 thms4 active usersReviewed
🏆Completed
Information TheoryMathematical PhysicsQuantum Information·Captain: mikedeng1

Information-disturbance tradeoff in quantum measurement on the uniform ensemble and on the mutually unbiased bases: the square-root dynamics is least disturbing on the uniform ensembleResearch Paper

Measuring a quantum system disturbs it. The information–disturbance tradeoff asks how little a measurement that yields a given amount of information about an unknown state must change that state. The question underlies the security analysis of quantum key distribution, where an eavesdropper's information gain is paid for in detectable disturbance, and the…

13 thms4 active usersReviewed
🏆Completed
Mathematical PhysicsQuantum Information·Captain: mikedeng1

Preparation of Entangled States by Quantum Markov Processes: Every n-Qubit Pure State Is the Unique and Attractive Stationary State of a Dissipative Process with Relaxation Time 1/min_k g_kResearch Paper

Quantum technologies usually prepare a desired state by isolating a system and driving it with carefully timed unitary operations; coupling to an environment is treated as noise. Dissipative state preparation reverses this view: one engineers the system–environment coupling so that the open-system dynamics itself drives every initial state into a prescribed…

12 thms4 active usersReviewed
🏆Completed
Harmonic AnalysisRandom Matrix TheoryRepresentation Theory·Captain: mikedeng1

The Weingarten Calculus: Haar Integrals of Matrix Elements Are Given by a Basis of Invariant Tensors and Its Weingarten Matrix, I = A W A*Research Paper

Integrals of polynomial functions of the matrix entries of a random element of a compact group appear across mathematical physics and probability: in random matrix theory (moments of Haar-distributed unitary, orthogonal and symplectic matrices), in lattice gauge theory (the link integrals of U(N)U(N)U(N) gauge fields), and in quantum information (averages of…

7 thms4 active usersReviewed
🏆Completed
Category TheoryDifferential GeometryMathematical Physics·Captain: mikedeng1

Categorified Symplectic Geometry and the Classical String: The Hamiltonian 1-Forms of a 2-Plectic Space Form a Hemistrict Lie 2-AlgebraResearch Paper

Classical Hamiltonian mechanics describes an observable by a function on a phase space. Its Poisson bracket gives observables a Lie algebra: the bracket is antisymmetric and satisfies the Jacobi identity. In multisymplectic geometry, a higher-degree differential form replaces the symplectic two-form, and the appropriate observables may themselves be…

11 thms4 active usersReviewed
🏆Completed
ProbabilityQuantum InformationTheoretical Computer Science·Captain: mikedeng1

Simulating Large Quantum Circuits on a Small Quantum Computer: A (K, d)-Clustered Circuit Is Simulated to Precision ε with Probability 2/3 by O(2^{4K} r/ε²) Runs of d-Qubit PiecesResearch Paper

Near-term quantum processors have few qubits, while the circuits one would like to run (variational eigensolvers, sampling benchmarks, error-mitigated algorithms) often need more qubits than any single device has. Peng, Harrow, Ozols and Wu (arXiv:1904.00102, Phys. Rev. Lett. 125, 150504, 2020) show that a circuit which is only loosely connected (a few…

16 thms4 active usersReviewed
🏆Completed
Quantum Information·Captain: Goku

Entanglement-of-formation potentials for feedback-assisted classical communication and randomness distillationResearch Paper

We develop entanglement-of-formation potentials for feedback-assisted classical communication and one-way randomness distillation. For a finite-dimensional quantum channel without initial shared entanglement, an exact amortization theorem bounds the increase of message information plus entanglement remaining across the communicating laboratories. This…

35 thms4 active usersReviewed
🏆Completed
Quantum Information·Captain: Goku

Formal proofs in real algebraic geometry: from ordered fields to quantifier eliminationResearch Paper

This paper describes a formalization of discrete real closed fields in the Coq proof assistant. This abstract structure captures for instance the theory of real algebraic numbers, a decidable subset of real numbers with good algorithmic properties. The theory of real algebraic numbers and more generally of semi-algebraic varieties is at the core of a number…

30 thms4 active usersReviewed
🏆Completed
Linear algebraOptimizationQuantum Information+1·Captain: mikedeng1

Optimization by Decoded Quantum Interferometry 2: With an Imperfect Decoder and Uniform v, 𝔼_v⟨f⟩ ≥ wᵀ[A − 2ε(m+1)]w / Σ_k w_k²(1 − ε_k) for max-XORSATResearch Paper

A max-XORSAT instance asks for a binary assignment that satisfies as many parity constraints as possible. A matrix specifies the parity check in each constraint, while a second binary vector specifies the desired parity. The objective can be written as the number of satisfied constraints minus the number violated, so an assignment with a high objective…

10 thms4 active usersReviewed
🏆Completed
ProbabilityQuantum InformationStatistics·Captain: mikedeng1

Direct Fidelity Estimation from Few Pauli Measurements 1: ⌈1/(ε²δ)⌉ Importance-Sampled Pauli Measurements Estimate tr(ρσ) Within 2ε With Probability ≥ 1 − 2δResearch Paper

Experiments that prepare many-body entangled states (GHZ, W, stabilizer, cluster and matrix product states) need a way to check that the device produced the intended state. Full quantum state tomography answers the question but its cost grows with the dimension d=2nd = 2^nd=2n of an nnn-qubit system: a reconstruction needs on the order of d2d^2d2 measurement settings.…

15 thms4 active usersReviewed
🏆Completed
Complexity TheoryQuantum Information·Captain: mikedeng1

Fixed-Point Quantum Search with an Optimal Number of Queries: The Phases of Eq. (11) Give Success Probability 1 − δ²T_L(T_{1/L}(1/δ)√(1−λ))²Research Paper

Quantum search starts with a state that has some overlap with a desired target. Standard Grover iterations can increase that overlap quickly, but their success probability oscillates with the number of iterations. If the initial overlap is unknown, a sequence chosen for one value can pass the target and perform poorly at another. Earlier fixed-point…

10 thms4 active usersReviewed
🏆Completed
Information TheoryLinear algebraQuantum Error Correction·Captain: mikedeng1

Quantum LDPC Codes with Positive Rate and Minimum Distance Proportional to n^{1/2}: The Hypergraph Product of a Full-Rank [n,k,d] Parity-Check Matrix with Itself Is an [[n²+(n−k)², k², d]] CSS CodeResearch Paper

Quantum computers need error correction, and the codes that are cheapest to run in hardware are quantum low-density parity-check (LDPC) codes: every check involves a bounded number of qubits, and every qubit takes part in a bounded number of checks. For a long time the only well-understood quantum LDPC codes were surface codes such as Kitaev's toric code,…

18 thms4 active usersReviewed
🏆Completed
Linear algebraQuantum InformationTheoretical Computer Science·Captain: mikedeng1

Learning Stabilizer States by Bell Sampling: Algorithm 1 Identifies an n-Qubit Stabilizer State from 5n+2 Copies, Failing with Probability at Most 2⁻ⁿResearch Paper

Determining an unknown quantum state of nnn qubits to good accuracy requires, in general, a number of copies of the state exponential in nnn; this follows from Holevo's theorem. One way around this barrier is to restrict the class of states. Stabilizer states are the natural candidate: they are the states produced from ∣0n⟩|0^n\rangle∣0n⟩ by Clifford circuits, they…

14 thms4 active usersReviewed
🏆Completed
OptimizationQuantum Information·Captain: Goku

Quantum algorithms for optimizers 4: Quantum minimum finding (Dürr–Høyer), with explicit bit width, interruption and gate modelTextbook

This mission develops Chapter 4 of Quantum algorithms for optimizers by Giacomo Nannicini. The chapter's selected results describe the mathematical guarantees below.

18 thms4 active usersReviewed
🏆Completed
Mathematical PhysicsQuantum Error CorrectionQuantum Gravity+1·Captain: Lucas

Harlow TASI 2017: Entanglement Wedge Reconstruction, Quantum RT and JLMS are EquivalentResearch Paper

In the AdS/CFT correspondence a quantum theory of gravity in an asymptotically anti-de Sitter spacetime is equivalent to a conformal field theory on its boundary. A central question is how local bulk physics is encoded in the boundary theory, and in particular which bulk region is described by a given boundary subregion RRR. Harlow's TASI 2017 lectures (arXiv:…

23 thms4 active usersReviewed
🏆Completed
Linear algebraMathematical PhysicsQuantum Information·Captain: mikedeng1

Quantum Algorithm for Simulating Real Time Evolution of Lattice Hamiltonians 2: Strictly Local Lieb–Robinson Bound ‖[A_X(t),B_Y]‖ ≤ 2‖A‖‖B‖|X|(2ζ₀|t|)^ℓ/ℓ! with ℓ = ⌊dist(X,Y)⌋Research Paper

Simulating the time evolution e−iHte^{-iHt}e−iHt of a many-body Hamiltonian is one of the main proposed uses of quantum computers. For a Hamiltonian H=∑XhXH = \sum_X h_XH=∑X​hX​ whose terms act on small, nearby groups of sites of a lattice, Haah, Hastings, Kothari and Low give a quantum algorithm whose gate count is nearly linear in the space-time volume ntn tnt, and show that this is…

10 thms4 active usersReviewed
🏆Completed
Mathematical PhysicsProbabilityQuantum Information·Captain: Lucas

Hardy 2001 I: Five Reasonable Axioms — Degrees of Freedom K = N^rResearch Paper

In the usual textbook presentation, quantum theory starts from postulates that have no obvious operational meaning: states are density operators on a complex Hilbert space, measurements are positive operators, and probabilities are given by the trace formula p=tr(A^ρ^)p=\mathrm{tr}(\hat A\hat\rho)p=tr(A^ρ^​). In Quantum Theory From Five Reasonable Axioms (Hardy 2001), Lucien…

25 thms4 active usersReviewed
🏆Completed
Linear algebraMarkov Chain·Captain: mikedeng1

Search via Quantum Walk 3: For an Irreducible Chain with Positive Self-Loops the Discriminant diag(π)^{1/2}·P·diag(π)^{−1/2} Has Exactly One Singular Value Equal to 1Research Paper

Quantum walks give quadratic speed-ups for a class of search problems that classical algorithms solve by running a Markov chain until it hits a marked state. Ambainis's element-distinctness algorithm (Ambainis 2007) and Szegedy's quantization of reversible Markov chains (Szegedy 2004) are the two starting points. Magniez, Nayak, Roland and Santha (arXiv:quan…

7 thms4 active usersReviewed
🏆Completed
ProbabilityQuantum Information·Captain: marwahaha

Threshold parallel repetition for finite-dimensional entangled gamesOpen Problem

Parallel repetition is useful for amplifying errors in nonlocal games, but a joint entangled strategy can correlate outcomes across repetitions. Independence of the sampled questions does not imply independence of wins. The pinned manuscript supplies the research context.

34 thms4 active usersReviewed
🏆Completed
Linear algebraQuantum Information·Captain: marwahaha

Entanglement with zero distillable secret key in local dimension tenOpen Problem

Positive partial transpose imposes strong constraints on quantum maps, but composition may retain entanglement. Explicit finite-dimensional examples make that distinction a precise algebraic target. The pinned manuscript supplies the research context.

18 thms4 active usersReviewed
🏆Completed
Machine LearningQuantum InformationTheoretical Computer Science·Captain: mikedeng1

Shadow Tomography of Quantum States 1: Polylogarithmically Many Copies Suffice to Estimate Every Acceptance Probability to Within εResearch Paper

Learning an unknown quantum state is expensive. Full quantum state tomography of a DDD-dimensional mixed state ρ\rhoρ to accuracy ε\varepsilonε in trace distance needs on the order of D2/ε2D^2/\varepsilon^2D2/ε2 copies of ρ\rhoρ (O'Donnell–Wright 2016; Haah et al. 2017), and this is optimal. For a system of nnn qubits, D=2nD = 2^nD=2n, so full tomography is out of reach beyond a few…

17 thms4 active usersReviewed
🏆Completed
AnalysisFunctional AnalysisHarmonic Analysis+2·Captain: mikedeng1

Mathematical Methods in Quantum Mechanics IX: The Free Schrödinger OperatorTextbook

The free Schrödinger operator H0=−ΔH_0 = -\DeltaH0​=−Δ is the Hamiltonian of a quantum particle, or of NNN non-interacting particles, moving in Rn\mathbb R^nRn without external forces. Every Schrödinger operator H=−Δ+VH = -\Delta + VH=−Δ+V studied in quantum mechanics is a perturbation of it, and each standard tool of the theory refers back to H0H_0H0​: the Kato–Rellich theorem asks that VVV b…

12 thms4 active usersReviewed
🏆Completed
AnalysisFunctional AnalysisMathematical Physics·Captain: mikedeng1

Mathematical Methods in Quantum Mechanics VI: Relatively Bounded Perturbations and the Kato–Rellich TheoremTextbook

A quantum-mechanical Hamiltonian is usually a sum H=H0+VH = H_0 + VH=H0​+V of a kinetic energy H0H_0H0​ (for a free particle, H0=−ΔH_0 = -\DeltaH0​=−Δ in units with ℏ=1\hbar = 1ℏ=1, m=1/2m = 1/2m=1/2) and a potential energy VVV. Observables must be self-adjoint operators, not merely symmetric ones: only then does the spectral theorem apply and the time evolution e−itHe^{-itH}e−itH exist as a unitary group.…

13 thms4 active usersReviewed
🏆Completed
AnalysisFunctional AnalysisMathematical Physics·Captain: mikedeng1

Mathematical Methods in Quantum Mechanics I: Self-Adjoint Extensions and Defect IndicesTextbook

In quantum mechanics an observable is a self-adjoint operator on a complex Hilbert space H\mathfrak{H}H. Physics, however, usually hands over a symmetric operator: a differential expression such as −i ddx-\mathrm{i}\,\tfrac{d}{dx}−idxd​ or −Δ+V-\Delta + V−Δ+V on a convenient domain of smooth functions, on which integration by parts shows …

16 thms4 active usersReviewed
🏆Completed
Quantum InformationTheoretical Computer Science·Captain: Goku

The Aaronson-Ambainis ConjectureOpen Problem

Quantum query algorithms are known to beat classical ones on problems with algebraic structure -- period finding, hidden subgroups, forrelation. No such speedup is known for a problem with no structure at all. Aaronson and Ambainis proposed making that observation into a theorem, and reduced it to a question with no quantum content: a statement about…

13 thms4 active usersReviewed
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Top contributors

RankContributorAccepted solutionsSubmitted problems
1FIfizzyinc3287472
2SHshivm41212
3MAMazecto256251
4MAmarwahaha144197
5KMkmehltretter821385
6ECEthan Cheung Wang1370
7NINickrobbins9513545
8ALAlien608689
9MRmrfancypants760
10SCShuze Chen75189

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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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