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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

151–175 of 394
Open836Completed394All1230
🏆Completed
Mathematical PhysicsProbabilityQuantum Information·Captain: mikedeng1

Quantum Speedup of Monte Carlo Methods 2: Along a B-Chebyshev Cooling Schedule, Consecutive Gibbs Sample States Overlap with |⟨π_i|π_{i+1}⟩|² ≥ 1/BResearch Paper

Approximating a partition function Z(β)=∑x∈Ωe−βH(x)Z(\beta)=\sum_{x\in\Omega}e^{-\beta H(x)}Z(β)=∑x∈Ω​e−βH(x) is a central task in statistical physics and in counting: it covers the Ising and Potts models, and, at β=∞\beta=\inftyβ=∞, counting the zero-energy configurations of a Hamiltonian, for instance the proper kkk-colourings of a graph. Computing Z(∞)Z(\infty)Z(∞) exactly is #P-complete in many cases,…

6 thms3 active usersReviewed
🏆Completed
Information TheoryLinear algebraQuantum Error Correction+1·Captain: mikedeng1

Reversing quantum dynamics with near-optimal quantum and classical fidelity I: The Reversal Operation Attains at Least the Square of the Optimal Average Entanglement FidelityResearch Paper

Quantum error correction and quantum communication both ask the same question: after a known noise process A\mathcal AA has acted on a quantum system, how well can its effect be undone? For a given noise model the best recovery is the solution of a semidefinite program, which gives a number but no structure and no formula. Barnum and Knill showed in 2000 that…

7 thms3 active usersReviewed
🏆Completed
Linear algebraQuantum Information·Captain: mikedeng1

Improvements in Quantum SDP-Solving with Applications 1: A Unitary Preparing a Purification of a Subnormalized Density Operator ϱ Gives an Exact (1, w+a+1, 0)-Block-Encoding of ϱResearch Paper

Quantum algorithms for semidefinite programming need a way to use an input matrix inside a quantum circuit. In the quantum state input model, an oracle prepares a purification of a density operator. In the quantum operator input model, a unitary instead exposes that operator as a block of a larger unitary. The two kinds of access serve different…

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

A Grand Unification of Quantum Algorithms: Phase Estimation by QSVT Errs by Less Than 2^{−n}, and Meets the Δ-Region Only at Iteration n − 1, When Δ < 2(cos(3π/16) − 1/√2)Research Paper

Phase estimation asks: given access to a unitary UUU and an eigenvector ∣u⟩|u\rangle∣u⟩ with U∣u⟩=e2πiφ∣u⟩U|u\rangle = e^{2\pi i\varphi}|u\rangleU∣u⟩=e2πiφ∣u⟩, determine φ∈[0,1)\varphi \in [0,1)φ∈[0,1). It is the subroutine behind Shor's factoring algorithm, quantum chemistry energy estimation, and amplitude estimation, and is one of the standard sources of quantum speed-up.

11 thms3 active usersReviewed
🏆Completed
Machine LearningQuantum Information·Captain: Goku

Quantum Algorithms and Learning Theory — Part II 7: Identifying a codeword state needs Ω(k) copiesTextbook

This mission develops Chapter 7 of Quantum Algorithms and Learning Theory — Part II by Srinivasan Arunachalam. The chapter's selected results describe the mathematical guarantees below.

31 thms3 active usersReviewed
🏆Completed
Quantum Error CorrectionQuantum Information·Captain: Goku

Stabilizer Codes and Quantum Error Correction 4: The standard-form encoding network maps |c⟩ to the encoded basis state (4.8)Textbook

This mission develops Chapter 4 of Stabilizer Codes and Quantum Error Correction by Daniel Gottesman. The chapter's selected results describe the mathematical guarantees below.

2 thms3 active usersReviewed
🏆Completed
Quantum Information·Captain: Goku

Quantum Computing: Lecture Notes 15: 2-query locally decodable codes have exponential lengthTextbook

This mission develops Chapter 15 of Quantum Computing: Lecture Notes by Ronald de Wolf. The chapter's selected results describe the mathematical guarantees below.

11 thms3 active usersReviewed
🏆Completed
Quantum Information·Captain: Goku

Quantum Computing: Lecture Notes 4: Phase estimation returns an exactly n-bit phase with probability 1Textbook

This mission develops Chapter 4 of Quantum Computing: Lecture Notes by Ronald de Wolf. The chapter's selected results describe the mathematical guarantees below.

2 thms3 active usersReviewed
🏆Completed
Quantum Information·Captain: Goku

Lecture Notes on Quantum Algorithms 24: Effective spectral gap lemmaTextbook

This mission develops Chapter 24 of Lecture Notes on Quantum Algorithms by Andrew Childs. The chapter's selected results describe the mathematical guarantees below.

3 thms3 active usersReviewed
🏆Completed
Linear algebraMathematical PhysicsQuantum Information·Captain: mikedeng1

Quantum Algorithm for Simulating Real Time Evolution of Lattice Hamiltonians 1: Lieb–Robinson Bound ‖[A(t),B]‖ ≤ (2/√η)‖A‖‖B‖(e^{ζ|t|√(8η)}−1)Σ_{x∈X}e^{−μ dist(x,Y)} Under Small CommutatorsResearch Paper

A local quantum system is built from degrees of freedom placed at sites of a lattice. Its Hamiltonian may contain many terms, each acting on a small group of sites. Even though a term is local, time evolution can spread an observable beyond its original support. A Lieb–Robinson bound limits the size of a commutator between the evolved observable and one…

9 thms3 active usersReviewed
🏆Completed
Harmonic AnalysisOperations ResearchOptimization·Captain: mikedeng1

The Sum-of-Squares Hierarchy on the Sphere, and Applications in Quantum Information Theory I: If 0 ⪯ F ⪯ I on S^{d−1} for a Degree-2n Matrix Polynomial F, Then F + C′ₙ(d/ℓ)²·I Is ℓ-SOS for ℓ ≥ CₙdResearch Paper

Maximizing a homogeneous polynomial ppp over the unit sphere, pmax⁡=max⁡x∈Sd−1p(x)p_{\max}=\max_{x\in S^{d-1}}p(x)pmax​=maxx∈Sd−1​p(x), covers the largest stable set of a graph (degree three), the 2→42\to42→4 norm of a matrix (degree four) and the best separable state problem of quantum information. For quadratic ppp it is an eigenvalue problem; for degree at least three it is NP-hard. The sum-of-squares…

23 thms3 active usersReviewed
🏆Completed
Linear algebraNumerical AnalysisQuantum Information·Captain: mikedeng1

Quantum Algorithm for Systems of Linear Equations with Exponentially Improved Dependence on Precision I: A Truncated Odd Chebyshev Series Is 2ε-Close to 1/x on [−1, −1/κ] ∪ [1/κ, 1]Research Paper

The quantum linear systems problem asks, given a sparse Hermitian N×NN \times NN×N matrix AAA with condition number κ\kappaκ and a procedure preparing a state ∣b⟩|b\rangle∣b⟩, to prepare a state close to A−1∣b⟩/∥A−1∣b⟩∥A^{-1}|b\rangle / \|A^{-1}|b\rangle\|A−1∣b⟩/∥A−1∣b⟩∥. Harrow, Hassidim and Lloyd (2009) gave a quantum algorithm whose running time is polynomial in log⁡N\log NlogN and κ\kappaκ but grows like …

6 thms3 active usersReviewed
🏆Completed
Quantum GravityQuantum Information·Captain: Alien60

Oreshkov–Costa–Brukner 2012: Quantum Correlations with No Causal OrderResearch Paper

In ordinary quantum mechanics, and in quantum field theory on a fixed spacetime, events happen in a definite causal order: an operation either precedes another, follows it, or the two are spacelike separated. Attempts to combine quantum theory with general relativity call this assumption into question. In general relativity the causal structure is…

27 thms3 active usersReviewed
🏆Completed
Mathematical PhysicsQuantum Information·Captain: Lucas

Drezet 2023: GHZ Bell-Nonlocality in the Everett MultiverseResearch Paper

Whether the many-worlds (Everett) interpretation of quantum mechanics is local in the sense of Bell is a recurring question in the foundations of physics. A number of authors have argued that Everett's theory escapes Bell-type nonlocality theorems because it drops the assumption that each measurement has a single outcome. A. Drezet's paper arXiv:2306.07794 (…

11 thms3 active usersReviewed
🏆Completed
Linear algebraMarkov ChainQuantum Information·Captain: mikedeng1

Search via Quantum Walk 2: Phase Estimation Repeated k Times on the Szegedy Walk W(P) Fixes |π⟩ and Reflects A + B ⊖ |π⟩ up to Error 2^{1−k}Research Paper

Many classical search algorithms are random walks: a Markov chain PPP on a finite state space XXX is run until it hits a marked state. Szegedy (2004) attached to every such chain a unitary quantum walk W(P)W(P)W(P), and Magniez, Nayak, Roland and Santha (SIAM J. Comput. 2011, arXiv:quant-ph/0608026) used it to search quadratically faster than the classical walk for…

11 thms3 active usersReviewed
🏆Completed
Complexity TheoryQuantum Information·Captain: marwahaha

Exact quantum factoring over a fixed finite gate setOpen Problem

Bounded-error factoring and exact factoring have different correctness requirements. Repetition until success and increasingly accurate rotations do not automatically give a fixed-gate, worst-case polynomial exact algorithm. The pinned manuscript supplies the research context.

15 thms3 active usersReviewed
🏆Completed
Linear algebraQuantum Information·Captain: marwahaha

Exact Fourier certificates for complex Hadamard matrices of order sixOpen Problem

Character sums express phase constraints on complex Hadamard matrices. In dimension six these constraints also bear on how many mutually unbiased bases can coexist. The pinned manuscript supplies the research context.

33 thms3 active usersReviewed
🏆Completed
Information TheoryMathematical PhysicsQuantum Information·Captain: wurtle

The entropy photon-number inequalityResearch Paper

Shannon's entropy power inequality bounds the entropy of a sum of independent random vectors below by the entropies of the summands; it is a basic tool for classical Gaussian channel capacities. In optical communication, addition is replaced by passive mixing of bosonic modes at a beam splitter. Guha, Erkmen and Shapiro conjectured the sharp bosonic…

61 thms3 active usersReviewed
🏆Completed
Complexity TheoryProbabilityQuantum Information+1·Captain: mikedeng1

Strengths and Weaknesses of Quantum Computing II: Relative to a Random Permutation, a Quantum Algorithm Needs Ω(2^{n/3}) Queries to Decide the First Bit of A⁻¹(1ⁿ)Research Paper

An oracle lets an algorithm ask for the value of a function without giving it a description of that function. An oracle lower bound isolates how many questions are needed, even when computation between questions is unrestricted. Bennett, Bernstein, Brassard and Vazirani used this viewpoint to compare classical and quantum access to randomly chosen functions…

10 thms3 active usersReviewed
🏆Completed
Mathematical PhysicsQuantum Information·Captain: Lucas

Peres-Terno: the no-communication theorem for commuting Kraus operatorsResearch Paper

Two observers, Alice and Bob, share a quantum system. Alice performs some intervention (a measurement, possibly followed by discarding part of her apparatus) and Bob, somewhere else, performs his own. If the statistics of Bob's outcomes could depend on what Alice chose to do, Alice could send Bob a message through the shared system alone, and if the two…

10 thms3 active usersReviewed
🏆Completed
Information TheoryQuantum InformationTheoretical Computer Science·Captain: mikedeng1

Shadow Tomography of Quantum States 3: Shadow Tomography Needs Ω(min{D², log M}/ε²) CopiesResearch Paper

A mixed state of a DDD-dimensional quantum system is a D×DD\times DD×D positive semidefinite matrix ρ\rhoρ of trace 111. Writing ρ\rhoρ down takes about D2D^2D2 real numbers, and DDD is exponential in the number of qubits, so learning ρ\rhoρ in full is expensive. Holevo's theorem and the random access code bounds of Ambainis, Nayak, Ta-Shma and Vazirani say that an nnn-qubit state…

16 thms3 active usersReviewed
🏆Completed
Information TheoryQuantum InformationStatistics·Captain: mikedeng1

Shadow Tomography of Quantum States 2: Even the Classical Special Case Needs Ω(min{D, log M}/ε²) CopiesResearch Paper

Shadow tomography asks for predictions of many specified measurements of an unknown quantum state, while using as few prepared copies of that state as possible. The requested output is a list of acceptance probabilities, not a full description of the state. A procedure might exploit the fact that these are only MMM numbers, even when the state has dimension DDD.…

14 thms3 active usersReviewed
🏆Completed
Number TheoryProbabilityQuantum Information+1·Captain: mikedeng1

Polynomial-Time Algorithms for Prime Factorization and Discrete Logarithms on a Quantum Computer 3: The Success Probability of Quantum Order FindingResearch Paper

The security of the RSA cryptosystem rests on the assumed difficulty of factoring large integers, and the best known classical algorithms for factoring run in super-polynomial time. In 1994 Peter Shor showed that a quantum computer can factor an nnn-digit integer in time polynomial in nnn (Shor, SIAM J. Comput. 1997; conference version FOCS 1994). The algorithm…

12 thms3 active usersReviewed
🏆Completed
AnalysisFunctional AnalysisMathematical Physics+1·Captain: mikedeng1

Mathematical Methods in Quantum Mechanics XII: Self-Adjointness and Essential Spectrum of One-Particle Schrödinger OperatorsTextbook

The Hamiltonian of a single nonrelativistic particle in Rn\mathbb R^nRn moving in a potential VVV is the Schrödinger operator H=−Δ+VH = -\Delta + VH=−Δ+V acting in L2(Rn)L^2(\mathbb R^n)L2(Rn). Before anything can be said about the dynamics or the energy levels of such a particle, one must know that HHH is a genuine observable: a self-adjoint operator on a specified domain. For potentials…

20 thms3 active usersReviewed
🏆Completed
AnalysisFunctional AnalysisMathematical Physics·Captain: mikedeng1

Mathematical Methods in Quantum Mechanics V: Stone's Theorem and the RAGE TheoremTextbook

In quantum mechanics the state of a system at time ttt is ψ(t)=e−itAψ\psi(t) = \mathrm e^{-\mathrm itA}\psiψ(t)=e−itAψ, where the Hamiltonian AAA is a self-adjoint operator. The spectral theorem splits the Hilbert space into subspaces according to the type of the spectral measure of a vector (absolutely continuous, singularly continuous, pure point). That splitting is defined…

16 thms3 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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