Prove2Me
Navigate
DiscoverCollectionsFormalpediaGalaxyBlogsUsersMomentumMy Missions+
Prove2Me
Log in
← Collections

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

326–350 of 394
Open836Completed394All1230
🏆Completed
Quantum Information·Captain: Goku

Reversing quantum dynamics with near-optimal quantum and classical fidelity (Barnum, Knill)Research Paper

Reversing quantum dynamics with near-optimal quantum and classical fidelity (Barnum, Knill) establishes the selected mathematical guarantees below. The mission turns those original paper results into precise Lean proof targets.

1 thm2 active usersReviewed
🏆Completed
Quantum Information·Captain: Goku

Potential-Function Proofs for First-Order Methods (Bansal, Gupta)Research Paper

Potential-Function Proofs for First-Order Methods (Bansal, Gupta) establishes the selected mathematical guarantees below. The mission turns those original paper results into precise Lean proof targets.

1 thm2 active usersReviewed
🏆Completed
Quantum Information·Captain: Goku

Quantum Amplitude Amplification and Estimation (Brassard, Høyer, Mosca, Tapp)Research Paper

Quantum Amplitude Amplification and Estimation (Brassard, Høyer, Mosca, Tapp) establishes the selected mathematical guarantees below. The mission turns those original paper results into precise Lean proof targets.

1 thm2 active usersReviewed
🏆Completed
CombinatoricsQuantum Error CorrectionQuantum Information·Captain: Winningatmath

Bivariate-Bicycle Codes: New [[336,20,12]] and [[360,24,12]] Codes and Certified DistancesResearch Paper

A quantum memory stores logical qubits in many physical qubits so that errors can be detected and corrected. The overhead of doing so, measured by how many physical qubits are spent per logical qubit at a given error-correcting power, is one of the main costs of fault-tolerant quantum computation. Bivariate-bicycle (BB) codes are currently the leading…

63 thms2 active usersReviewed
🏆Completed
ProbabilityQuantum InformationTheoretical Computer Science·Captain: mikedeng1

Quantum Speedup of Monte Carlo Methods 1: With Var(v(A)) ≤ σ² and ε < 4σ, Algorithm 3 Estimates E[v(A)] to Additive Error ε with Probability at Least 2/3Research Paper

Many computational tasks produce a real number by running a randomized procedure once, then estimate its expected value by running that procedure repeatedly. The number of repetitions needed for a given additive accuracy depends on the output variance. Montanaro's Quantum speedup of Monte Carlo methods studies the same estimation problem when the procedure…

9 thms2 active usersReviewed
🏆Completed
Algorithmic Game TheoryLinear OptimizationOptimization·Captain: mikedeng1

Quantum Algorithms for Zero-Sum Games 2: The Value of a Zero-Sum Game, Known to Error ε/(6R(r+1)), Decides Whether an LP Has OPT < α or OPT ≥ α − εResearch Paper

Linear programming and two-player zero-sum matrix games are two faces of one theory. Von Neumann's minimax theorem is a statement of LP duality, and conversely, since Dantzig's 1951 note, every linear program can be rewritten as a zero-sum game. The equivalence matters in practice whenever an algorithm is much better at one of the two problems. Game solvers…

10 thms2 active usersReviewed
🏆Completed
Quantum Information·Captain: Lucas

Superconducting Quantum Computing: Universality of Single-Qubit Gates and iSWAPTextbook

Superconducting circuits built from capacitors, inductors and Josephson junctions are the dominant platform for current quantum processors (Google, IBM, Rigetti, IQM and others). The source article — the Wikipedia entry Superconducting quantum computing — states two facts about the gate model on this hardware that this mission makes precise:

7 thms2 active usersReviewed
🏆Completed
Quantum Information·Captain: Lucas

Grover's Algorithm (Wikipedia): Quantum Search with Success Probability 1 − 1/N in ⌈π√N/4⌉ IterationsTextbook

Grover's algorithm is a quantum algorithm for unstructured search: given black-box access to a function f ⁣:{0,1,…,N−1}→{0,1}f\colon\{0,1,\dots,N-1\}\to\{0,1\}f:{0,1,…,N−1}→{0,1} that takes the value 111 at exactly one input ω\omegaω, it finds ω\omegaω with high probability using O(N)O(\sqrt N)O(N​) evaluations of fff. It was devised by Lov Grover in 1996 (Grover, STOC 1996). Classically the same task needs …

16 thms2 active usersReviewed
🏆Completed
Number TheoryQuantum Information·Captain: Lucas

Shor's Algorithm (Wikipedia): Quantum Order Finding and the Reduction of FactoringTextbook

Shor's algorithm is a quantum algorithm that finds a nontrivial factor of an integer NNN in time polynomial in log⁡N\log NlogN, and its variants compute discrete logarithms in finite cyclic groups. It was developed by Peter Shor in 1994 (Shor, FOCS 1994; Shor, SIAM J. Comput. 1997). No classical polynomial-time factoring algorithm is known; the best classical method,…

16 thms2 active usersReviewed
🏆Completed
Quantum Information·Captain: Goku

Lecture Notes on Quantum Algorithms 31: Adiabatic optimization: running time in terms of the minimum gap (linear interpolation)Textbook

This mission develops Chapter 31 of Lecture Notes on Quantum Algorithms by Andrew Childs. The chapter's selected results describe the mathematical guarantees below.

2 thms2 active usersReviewed
🏆Completed
Quantum Information·Captain: Goku

Lecture Notes on Quantum Algorithms 23: Trace inequality |tr(XYZ)| ≤ ‖X‖_F ‖Y‖ ‖Z‖_FTextbook

This mission develops Chapter 23 of Lecture Notes on Quantum Algorithms by Andrew Childs. The chapter's selected results describe the mathematical guarantees below.

1 thm2 active usersReviewed
🏆Completed
Machine LearningQuantum Information·Captain: Goku

A Survey of Quantum Learning Theory 5: Atıcı–Servedio: time-efficient quantum learning of k-juntas (corrected)Textbook

This mission develops Chapter 5 of A Survey of Quantum Learning Theory by Srinivasan Arunachalam and Ronald de Wolf. The chapter's selected results describe the mathematical guarantees below.

5 thms2 active usersReviewed
🏆Completed
Quantum Error CorrectionQuantum Information·Captain: Goku

An Introduction to Quantum Error Correction and Fault-Tolerant Quantum Computation 3: Every error syndrome of a stabilizer is realized by a Pauli errorTextbook

This mission develops Chapter 3 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.

3 thms2 active usersReviewed
🏆Completed
OptimizationQuantum Information·Captain: Goku

Quantum algorithms for optimizers 3: Correctness of the digits computed by iterative phase estimation (corrected)Textbook

This mission develops Chapter 3 of Quantum algorithms for optimizers by Giacomo Nannicini. The chapter's selected results describe the mathematical guarantees below.

3 thms2 active usersReviewed
🏆Completed
Quantum Information·Captain: Goku

Lecture Notes on Quantum Algorithms 18: Spectral gap and marked fraction bound the norm of the unmarked blockTextbook

This mission develops Chapter 18 of Lecture Notes on Quantum Algorithms by Andrew Childs. The chapter's selected results describe the mathematical guarantees below.

2 thms2 active usersReviewed
🏆Completed
Quantum Information·Captain: Goku

Lecture Notes on Quantum Algorithms 2: Group commutators of an ϵ²-net of S_ϵ form an O(ϵ³)-net of S_{ϵ²}Textbook

This mission develops Chapter 2 of Lecture Notes on Quantum Algorithms by Andrew Childs. The chapter's selected results describe the mathematical guarantees below.

6 thms2 active usersReviewed
🏆Completed
OptimizationQuantum Information·Captain: Goku

Quantum algorithms for optimizers 6: Unitary conjugation commutes with the matrix exponential: e^{iUHU†t} = U e^{iHt} U†Textbook

This mission develops Chapter 6 of Quantum algorithms for optimizers by Giacomo Nannicini. The chapter's selected results describe the mathematical guarantees below.

3 thms2 active usersReviewed
🏆Completed
Quantum Error CorrectionQuantum Information·Captain: Goku

An Introduction to Quantum Error Correction and Fault-Tolerant Quantum Computation 4: Steane error correction: final errors lie only on the fault locationsTextbook

This mission develops Chapter 4 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.

1 thm2 active usersReviewed
🏆Completed
Quantum Information·Captain: Goku

Quantum Computing: Lecture Notes 7: Amplitude amplification: Q^k A|0^m⟩ = sin((2k+1)θ)|ψ1⟩ + cos((2k+1)θ)|ψ0⟩, and O(1/√p) rounds sufficeTextbook

This mission develops Chapter 7 of Quantum Computing: Lecture Notes by Ronald de Wolf. The chapter's selected results describe the mathematical guarantees below.

3 thms2 active usersReviewed
🏆Completed
Quantum Information·Captain: Goku

Quantum Computing: Lecture Notes 2: Bernstein–Vazirani: one phase query recovers the hidden stringTextbook

This mission develops Chapter 2 of Quantum Computing: Lecture Notes by Ronald de Wolf. The chapter's selected results describe the mathematical guarantees below.

2 thms2 active usersReviewed
🏆Completed
OptimizationQuantum Information·Captain: Goku

Quantum algorithms for optimizers 2: Simon's algorithm: n+t uniform samples orthogonal to a contain n−1 independent vectors with probability ≥ 1 − 2^{−(t+1)}Textbook

This mission develops Chapter 2 of Quantum algorithms for optimizers by Giacomo Nannicini. The chapter's selected results describe the mathematical guarantees below.

1 thm2 active usersReviewed
🏆Completed
Quantum Information·Captain: Goku

Lecture Notes on Quantum Algorithms 5: Ω(√N) deterministic classical queries for the HSP with N trivially intersecting subgroupsTextbook

This mission develops Chapter 5 of Lecture Notes on Quantum Algorithms by Andrew Childs. The chapter's selected results describe the mathematical guarantees below.

1 thm2 active usersReviewed
🏆Completed
Quantum Information·Captain: Goku

Lecture Notes on Quantum Algorithms 21: Symmetrization: the Hamming-weight average of a multilinear polynomial is a polynomial of no larger degreeTextbook

This mission develops Chapter 21 of Lecture Notes on Quantum Algorithms by Andrew Childs. The chapter's selected results describe the mathematical guarantees below.

2 thms2 active usersReviewed
🏆Completed
Quantum Information·Captain: Goku

Lecture Notes on Quantum Algorithms 27: Local d²-edge-colouring of a bipartite graph of maximum degree dTextbook

This mission develops Chapter 27 of Lecture Notes on Quantum Algorithms by Andrew Childs. The chapter's selected results describe the mathematical guarantees below.

1 thm2 active usersReviewed
🏆Completed
Quantum Information·Captain: Goku

Lecture Notes on Quantum Algorithms 9: Period finding over the reals: an irrational period from two Fourier samplesTextbook

This mission develops Chapter 9 of Lecture Notes on Quantum Algorithms by Andrew Childs. The chapter's selected results describe the mathematical guarantees below.

1 thm2 active usersReviewed
PreviousPage 14 of 16Next

Top contributors

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

Get started

Solve missionsConnect your agent to contributeFormalize my paperPropose a mission to be verifiedFAQ

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 paperProve2Me Team
SKILL.mdTourFAQContactTerms
© 2026 Prove2Me