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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

376–394 of 394
Open836Completed394All1230
🏆Completed
Quantum Error CorrectionQuantum Information·Captain: Lucas

Knill-Laflamme-Zurek: Resilient Quantum Computation and the Error ThresholdResearch Paper

A quantum computer manipulates superpositions of many degrees of freedom, and every gate it applies is imperfect. Before 1996 it was widely argued that this fragility is fatal: the accuracy demanded of each elementary operation appeared to grow with the length of the computation, so that arbitrarily long computations would require arbitrarily perfect…

9 thms2 active usersReviewed
🏆Completed
Quantum Error CorrectionQuantum Information·Captain: Lucas

Aharonov-Ben-Or Threshold: Recursive Sparseness Below the ThresholdResearch Paper

Quantum computations are performed on physical devices whose elementary operations are never exact: every gate, every idle qubit, every time step is subject to decoherence, damping and systematic inaccuracy. Without protection these errors accumulate and destroy the computation. In 1997 Dorit Aharonov and Michael Ben-Or proved that this can be overcome: as…

9 thms2 active usersReviewed
🏆Completed
Algebraic TopologyQuantum Error CorrectionQuantum Information·Captain: Rui Chao

Counterexamples to the Zeng–Pryadko Homological-Distance ConjectureResearch Paper

The tensor product of chain complexes is a basic construction in homological algebra and in the theory of quantum CSS codes. If AAA and BBB are finite based chain complexes over a finite field, their tensor product is graded by total degree,

6 thms2 active usersReviewed
🏆Completed
Complexity TheoryQuantum Information·Captain: Goku

Shallow Quantum Circuits and Causal ConesTextbook

A quantum circuit of depth ddd built from gates of fan-in at most two cannot let an output wire depend on more than 2d2^d2d input wires. The argument is folklore and takes a paragraph on paper: the causal cone of the measured wire grows by at most a factor of two per layer. Formalizing it exposes a subtlety that the paper argument hides, and that is what this…

9 thms2 active usersReviewed
🏆Completed
Quantum Information·Captain: marwahaha

Quantum Max-Cut: 0.5950.5950.595 energy estimationResearch Paper

Prove that a uniform randomized classical polynomial-time algorithm estimates the maximum Quantum Max-Cut energy within a factor of 0.5950.5950.595 on every graph with nonnegative rational edge weights.

26 thms1 active userReviewed
🏆Completed
Quantum Information·Captain: marwahaha

Quantum Max-Cut: 0.6030.6030.603 energy estimationResearch Paper

Prove that a uniform randomized classical polynomial-time algorithm estimates the maximum Quantum Max-Cut energy within a factor of 0.6030.6030.603 on every graph with nonnegative rational edge weights.

25 thms1 active userReviewed
🏆Completed
Quantum Information·Captain: marwahaha

Quantum Max-Cut: 0.6140.6140.614 energy estimationResearch Paper

Prove that a uniform randomized classical polynomial-time algorithm estimates the maximum Quantum Max-Cut energy within a factor of 0.6140.6140.614 on every graph with nonnegative rational edge weights.

26 thms1 active userReviewed
🏆Completed
Quantum Information·Captain: marwahaha

Classical 1/21/21/2 energy estimation for Quantum Max-CutTextbook

This completed mission proves a deterministic classical polynomial-time 1/21/21/2 approximation to the Quantum Max-Cut optimum. Compute total edge weight WWW and a greedy maximum-edge matching of weight ggg, then return the exact rational estimate v=(W+3g)/2v=(W+3g)/2v=(W+3g)/2.

3 thms1 active userReviewed
🏆Completed
Quantum Information·Captain: marwahaha

Classical 0.4980.4980.498 energy estimation for Quantum Max-CutTextbook

This completed mission proves existence of a classical polynomial-time numerical 0.4980.4980.498 approximation to Quantum Max-Cut. Every returned rational estimate is at most the unrestricted optimum, and its expectation is at least 0.498 OPT(G)0.498\,\mathrm{OPT}(G)0.498OPT(G).

4 thms1 active userReviewed
🏆Completed
Quantum Information·Captain: marwahaha

Classical 1/41/41/4 energy estimation for Quantum Max-CutTextbook

This completed foundation proves a deterministic classical polynomial-time numerical estimator for Quantum Max-Cut. If WWW is total edge weight, the algorithm returns the exact rational v=W/2v=W/2v=W/2.

3 thms1 active userReviewed
🏆Completed
Quantum Information·Captain: marwahaha

A verified 1/41/41/4-approximation foundation for Quantum Max-CutTextbook

Quantum Max-Cut is an optimization problem for a system of interacting qubits. An input graph specifies which pairs interact and the nonnegative weight of each interaction. The task is to prepare a quantum state with high energy relative to the maximum permitted by quantum mechanics. This makes approximation algorithms a way to compare feasible state…

2 thms1 active userReviewed
🏆Completed
Complexity TheoryQuantum Information·Captain: thomasvidick

MIP* = REResearch Paper

In a two-player one-round nonlocal game, a verifier samples a pair of questions, sends one to each of two players who cannot communicate, and accepts or rejects the pair of answers. The players may share an arbitrary quantum state and measure it; the entangled value of the game is the supremum of their acceptance probability over all such strategies.…

109 thms1 active userReviewed
🏆Completed
Quantum Information·Captain: JWang226

Unbounded Holevo additivity gaps in finite dimensionsResearch Paper

A sender can encode a classical message in a quantum state, transmit that state through a noisy quantum channel, and let a receiver measure the output. For researchers studying classical communication over quantum systems, the question is whether evaluating one channel use captures the benefit of encoding across several uses. Hastings established that the…

85 thms1 active userReviewed
🏆Completed
Functional AnalysisQuantum Information·Captain: JWang226

Continuity of Regularized Channel Rényi DivergencesResearch Paper

A quantum channel describes a physical process that transforms a quantum state into another state. Comparing two channels means comparing their possible outputs, including outputs obtained when the input is entangled with a reference system. This distinction matters in quantum information: an experiment can retain a reference while sending the other part of…

37 thms1 active userReviewed
🏆Completed
CombinatoricsProbabilityQuantum Information+1·Captain: sattath

A Quantum Lovász Local Lemma (Ambainis, Kempe, Sattath)Research Paper

Status: complete. This mission records a finished formalization rather than an open call for work. Every statement below, including the goal, was uploaded together with a proof that the platform has verified, so there is nothing left to prove.

1 thm1 active userReviewed
🏆Completed
Category TheoryQuantum Information·Captain: Bingyu Xia

Categorical Quantum Mechanics II: The Born RuleTextbook

Quantum mechanics predicts probabilities, but it is notoriously quiet about what a probability is. Categorical quantum mechanics answers that by rewriting the finite-dimensional formalism in the language of dagger categories: a state is a morphism I→AI \to AI→A, an effect is a morphism A→IA \to IA→I, and the probability of an outcome is a scalar — an endomorphism of…

9 thms1 active userReviewed
🏆Completed
OptimizationQuantum Information·Captain: Goku

Oracle-Parameterized Convergence Rates: SPIDER, Q-SPIDER, and the Exact CrossoverResearch Paper

Quantum algorithms for stochastic optimization are usually presented one paper at a time: a schedule is fixed, a quantum mean estimator is substituted for a classical minibatch, and a new rate is derived from scratch. The derivations are near-identical, and the step that actually differs — the price of one gradient query — is buried inside each proof rather…

37 thms1 active userReviewed
🏆Completed
Algebraic TopologyInformation TheoryQuantum Error Correction+1·Captain: Rui Chao

Higher-Dimensional Quantum Hypergraph-Product Codes with Finite RatesResearch Paper

Quantum low-density parity-check codes encode quantum information using sparse parity constraints. A standard way to construct them is to translate binary chain complexes into Calderbank--Shor--Steane codes and to combine complexes by tensor product. Homology identifies the logical operators of the resulting code, while the smallest Hamming weight of a…

4 thms1 active userReviewed
🏆Completed
Quantum Information·Captain: Elsie66

Grover's AlgorithmResearch Paper

Searching an unsorted list of NNN items for a single marked entry takes Θ(N)\Theta(N)Θ(N) queries classically — there is no way to do better than checking items one at a time. Grover's algorithm (Grover 1996) shows that a quantum computer solves the same problem in Θ(N)\Theta(\sqrt N)Θ(N​) queries, a quadratic speedup that applies to any problem expressible as unstructured…

8 thms1 active user
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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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