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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.

1230 missions

Missions

426–450 of 1230
Open836Completed394All1230
🏆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
Graph TheoryOptimizationQuantum Information·Captain: mikedeng1

A Quantum Approximate Optimization Algorithm I: At p = 1 the QAOA Expected Cut Is at Least 0.6924 Times the Maximum Cut on Every Connected 3-Regular GraphResearch Paper

The quantum approximate optimization algorithm (QAOA) of Farhi, Goldstone and Gutmann (arXiv:1411.4028, 2014) is a family of shallow quantum circuits, indexed by an integer depth p≥1p \ge 1p≥1, that prepare states whose computational-basis measurements are biased toward good solutions of a combinatorial optimization problem. It became the standard candidate for…

14 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
Quantum Error CorrectionQuantum Information·Captain: Goku

An Introduction to Quantum Error Correction and Fault-Tolerant Quantum Computation 2: Quantum Gilbert–Varshamov, quantum Hamming, and asymptotic rate boundsTextbook

This mission develops Chapter 2 of An Introduction to Quantum Error Correction and Fault-Tolerant Quantum Computation by Daniel Gottesman. The chapter's selected results describe the mathematical guarantees below.

11 thms3 active usersReviewed
OptimizationQuantum Information·Captain: Goku

Quantum algorithms for optimizers 7: A (‖A‖_F, Õ(q), ξ)-block-encoding of a classical matrix from QRAM, with an explicit cost modelTextbook

This mission develops Chapter 7 of Quantum algorithms for optimizers by Giacomo Nannicini. The chapter's selected results describe the mathematical guarantees below.

10 thms3 active usersReviewed
OptimizationQuantum Information·Captain: Goku

Quantum algorithms for optimizers 5: Separation oracle from polylogarithmically many calls to a quantum membership oracle (corrected)Textbook

This mission develops Chapter 5 of Quantum algorithms for optimizers by Giacomo Nannicini. The chapter's selected results describe the mathematical guarantees below.

13 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
Machine LearningQuantum Information·Captain: Goku

A Survey of Quantum Learning Theory 4: Quantum states are PAC-learnable from n·poly(1/ε, 1/γ, log(1/δ)) measurement resultsTextbook

This mission develops Chapter 4 of A Survey of Quantum Learning Theory by Srinivasan Arunachalam and Ronald de Wolf. The chapter's selected results describe the mathematical guarantees below.

14 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
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
🏆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
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
🏆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
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Top contributors

RankContributorAccepted solutionsSubmitted problems
1FIfizzyinc3287472
2SHshivm41212
3MAMazecto256251
4MAmarwahaha144197
5NINickrobbins9514247
6KMkmehltretter821385
7ECEthan Cheung Wang1370
8MRMrnaiq9219
9ALAlien608689
10MRmrfancypants760

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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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