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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

76–100 of 1230
Open836Completed394All1230
Information TheoryQuantum Information·Captain: iris

Purification of Noisy Entanglement and Faithful Teleportation via Noisy Channels: every two-qubit state M with singlet fidelity ⟨Ψ⁻|M|Ψ⁻⟩ > 1/2 has positive distillable entanglement D(M) > 0Research Paper

Quantum teleportation moves an unknown qubit from Alice to Bob using one shared, perfectly entangled pair and two classical bits (Bennett et al. 1993). In practice the pairs are distributed through a noisy channel and arrive as a mixed state MMM, and teleporting through an impure pair degrades the transmitted state. Bennett, Brassard, Popescu, Schumacher,…

39 thms4 active usersReviewed
Computational ComplexityQuantum Information·Captain: iris

Quantum Circuits with Mixed States: a circuit calling probabilistic subroutines is computed exactly by Lemma-4 dilations, their inverses, CNOT and Toffoli with n + l·O(k+r+m) gates (FQP^FQP = FQP)Research Paper

Quantum algorithms are usually written as unitary circuits on pure states, yet many natural computational steps are not unitary: measuring, discarding a register, or calling a probabilistic subroutine whose output is random even on a classical input. Aharonov, Kitaev and Nisan (arXiv:quant-ph/9806029v1, 1998) set up a circuit model in which every gate is a…

31 thms4 active usersReviewed
Information TheoryQuantum Information·Captain: iris

The Capacity of Quantum Channel with General Signal States: the capacity of a classical-quantum channel with arbitrary mixed signal states equals the maximal entropy bound over input distributionsResearch Paper

A classical-quantum channel sends a classical letter iii by preparing a quantum state SiS_iSi​; the receiver measures the state to guess the letter. This is the basic model of transmitting classical information with quantum carriers (photons, spins), and its capacity is the quantity that quantum information theory compares with Shannon's classical capacity. A. S.…

36 thms4 active usersReviewed
🏆Completed
cryptographyQuantum Information·Captain: iris

Secure key from bound entanglement: a PPT bound entangled state has strictly positive distillable keyResearch Paper

Two resources can be extracted from many copies of a shared quantum state ρ\rhoρ: pure entanglement (Bell pairs, at the rate EDE_DED​, the distillable entanglement) and a secret key that an eavesdropper holding the rest of the world cannot learn (at the rate KDK_DKD​, the distillable key). One always has KD≥EDK_D \ge E_DKD​≥ED​, because Bell pairs can be measured to give key.…

26 thms4 active usersReviewed
Linear algebraQuantum Information·Captain: iris

An application of a matrix inequality in quantum information theory: the maximal output p-norm is multiplicative for a diagonal CP map and any CP map, for all p ≥ 1Research Paper

A quantum channel is a completely positive, trace-preserving linear map between finite-dimensional matrix algebras. One central question in quantum Shannon theory was whether the minimal output entropy Smin⁡(Φ)=inf⁡ρS(Φ(ρ))S_{\min}(\Phi) = \inf_\rho S(\Phi(\rho))Smin​(Φ)=infρ​S(Φ(ρ)) is additive under tensor products, Smin⁡(Φ⊗Ψ)=Smin⁡(Φ)+Smin⁡(Ψ)S_{\min}(\Phi\otimes\Psi) = S_{\min}(\Phi) + S_{\min}(\Psi)Smin​(Φ⊗Ψ)=Smin​(Φ)+Smin​(Ψ). Shor showed in 2004 (…

23 thms4 active usersReviewed
Quantum Information·Captain: Gohan

Unconstrained Capacities of Quantum Key Distribution and Entanglement Distillation for Pure-Loss Bosonic Broadcast ChannelsResearch Paper

We consider quantum key distribution (QKD) and entanglement distribution using a single-sender multiple-receiver pure-loss bosonic broadcast channel. We determine the unconstrained capacity region for the distillation of bipartite entanglement and secret key between the sender and each receiver, whenever they are allowed arbitrary public classical…

7 thms4 active usersReviewed
Quantum Information·Captain: Gohan

Versatile relative entropy bounds for quantum networksResearch Paper

We provide a versatile upper bound on the number of maximally entangled qubits, or private bits, shared by two parties via a generic adaptive communication protocol over a quantum network when the use of classical communication is not restricted. Although our result follows the idea of Azuma et al. [Nat. Comm. 7, 13523 (2016)] of splitting the network into…

19 thms4 active usersReviewed
Quantum Information·Captain: Gohan

Role of quantum coherence in chromophoric energy transportResearch Paper

The role of quantum coherence and the environment in the dynamics of excitation energy transfer is not fully understood. In this work, we introduce the concept of dynamical contributions of various physical processes to the energy transfer efficiency. We develop two complementary approaches, based on a Green's function method and energy transfer…

12 thms4 active usersReviewed
🏆Completed
Quantum Information·Captain: Gohan

Vanishing quantum discord is necessary and sufficient for completely positive mapsResearch Paper

Two long standing open problems in quantum theory are to characterize the class of initial system-bath states for which quantum dynamics is equivalent to (1) a map between the initial and final system states, and (2) a completely positive (CP) map. The CP map problem is especially important, due to the widespread use of such maps in quantum information…

12 thms4 active usersReviewed
🏆Completed
Quantum Information·Captain: Gohan

Gradient Flows for Optimisation and Quantum Control: Foundations and ApplicationsResearch Paper

For addressing optimisation tasks on finite dimensional quantum systems, we give a comprehensive account of the foundations of gradient flows on Riemannian manifolds including new developments: we extend former results from Lie groups such as the full unitary group to closed subgroups like partitionings by factorisation into tensor products, where the…

23 thms4 active usersReviewed
🏆Completed
Quantum Information·Captain: Gohan

End-to-end capacities of a quantum communication networkResearch Paper

In quantum mechanics, a fundamental law prevents quantum communications to simultaneously achieve high rates and long distances. This limitation is well known for point-to-point protocols, where two parties are directly connected by a quantum channel, but not yet fully understood in protocols with quantum repeaters. Here we solve this problem bounding the…

5 thms4 active usersReviewed
Quantum Information·Captain: Gohan

Simplified formalism of the algebra of partially transposed permutation operators with applicationsResearch Paper

Hereunder we continue the study of the representation theory of the algebra of permutation operators acting on the nnn-fold tensor product space, partially transposed on the last subsystem. We develop the concept of partially reduced irreducible representations, which allows to simplify significantly previously proved theorems and what is the most important…

24 thms4 active usersReviewed
Quantum Information·Captain: Gohan

Efficient quantum tomography IIResearch Paper

Following [OW16], we continue our analysis of: (1) "Quantum tomography", i.e., learning a quantum state, i.e., the quantum generalization of learning a discrete probability distribution; (2) The distribution of Young diagrams output by the RSK algorithm on random words. Regarding (2), we introduce two powerful new tools: (i) A precise upper bound on the…

54 thms4 active usersReviewed
🏆Completed
AlgebraCategory TheoryGroup Theory·Captain: mikedeng1

Strict 2-Groups are Crossed Modules: The 2-Categories of Strict 2-Groups and of Crossed Modules Are 2-EquivalentResearch Paper

A 2-group is a categorified group: a monoidal category in which every object and every morphism is invertible. When the associativity and unit laws hold as equalities rather than up to isomorphism, the 2-group is called strict. Strict 2-groups appear as the fundamental 2-groups of homotopy 2-types, as symmetry objects of gauge theories with higher form…

20 thms4 active usersReviewed
🏆Completed
ProbabilityQuantum InformationRepresentation Theory·Captain: mikedeng1

Estimating the spectrum of a density operator: Normalized Young Frames Y/N Converge to the Spectrum of ρ, with Large-Deviation Rate the Relative Entropy Σ s_j ln(s_j/r_j)Research Paper

A density operator ρ\rhoρ on Cd\mathbb C^dCd describes a quantum system completely, but it cannot be read off a single copy: it has to be estimated from many identically prepared copies. Its spectrum r1≥⋯≥rd≥0r_1 \ge \dots \ge r_d \ge 0r1​≥⋯≥rd​≥0, ∑αrα=1\sum_\alpha r_\alpha = 1∑α​rα​=1, is the part of ρ\rhoρ that does not depend on a basis. It determines the entropy and purity of the state and the…

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

Asymmetric Quantum Cloning Machines in Any Dimension: The Tight No-Cloning Inequality for Isotropic ClonersResearch Paper

The no-cloning theorem says that no physical process turns an unknown quantum state ∣ψ⟩|\psi\rangle∣ψ⟩ into two copies ∣ψ⟩∣ψ⟩|\psi\rangle|\psi\rangle∣ψ⟩∣ψ⟩. Once perfect copies are excluded, the quantitative question is how good two imperfect copies can be, and how the quality of one copy trades off against the quality of the other. The answer bounds what an eavesdropper on…

68 thms4 active usersReviewed
🏆Completed
Information TheoryQuantum Information·Captain: mikedeng1

Inequalities and Separations among Assisted Capacities of Quantum Channels: The Retrocorrectable Channel R₂,₂ Has Two-Way-Assisted Quantum Capacity Q₂ Exceeding Its One-Shot Holevo Capacity C_HResearch Paper

A quantum channel has many capacities, one for each kind of information sent and each auxiliary resource allowed: classical bits or qubits, with or without shared entanglement, with or without a free classical side channel. Comparing these capacities is how quantum Shannon theory locates the value of each resource. Some comparisons look as if they should be…

13 thms4 active usersReviewed
🏆Completed
Functional AnalysisLinear algebraQuantum Information·Captain: mikedeng1

The Quantum Chernoff Bound: Tr[A^s B^{1−s}] ≥ Tr[A + B − |A − B|]/2 for All Positive Trace-Class Operators A, B and All 0 ≤ s ≤ 1Research Paper

Suppose a quantum system has been prepared nnn times, either always in the state ρ0\rho_0ρ0​ (with prior probability π0\pi_0π0​) or always in the state ρ1\rho_1ρ1​ (with prior π1\pi_1π1​), and the task is to guess which. Helstrom's formula gives the smallest error probability over all measurements,

9 thms4 active usersReviewed
🏆Completed
Quantum InformationRepresentation TheoryStatistics·Captain: mikedeng1

Parallel Treatment of Estimation of SU(2) and Phase Estimation: with a Reference System, n = 2d − 1 Uses of an Unknown SU(2) Matrix Reach Worst-Case Error sin²(π/(2d+2)), so n²·Error → π²Research Paper

Two parties who do not share a reference frame can align one by sending quantum systems through an unknown rotation. Mathematically, a device applies an unknown matrix g∈SU(2)g\in\mathrm{SU}(2)g∈SU(2) to each of nnn qubits, and the task is to estimate ggg from one measurement on the output. How fast the smallest achievable error falls with nnn is a basic question of quantum…

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

Coding Theorems of Quantum Information TheoryResearch Paper

Coding theorems and (strong) converses for memoryless quantum communication channels and quantum sources are proved: for the quantum source the coding theorem is reviewed, and the strong converse proven. For classical information transmission via quantum channels we give a new proof of the coding theorem, and prove the strong converse, even under the…

95 thms4 active usersReviewed
🏆Completed
Group TheoryQuantum InformationTheoretical Computer Science·Captain: mikedeng1

The Solovay-Kitaev algorithm: every gate in SU(d) is ε-approximated by a sequence of O(log^{ln 5/ln(3/2)}(1/ε)) gates from any instruction setResearch Paper

A quantum computer executes a fixed, finite instruction set of gates, while quantum algorithms are written with arbitrary gates. Every algorithm must therefore be compiled: each gate UUU is replaced by a sequence of available instructions whose product approximates UUU. If an accuracy δ\deltaδ required sequences of length O(1/δ)O(1/\delta)O(1/δ), compiling an mmm-gate…

14 thms4 active usersReviewed
🏆Completed
Information TheoryQuantum Information·Captain: mikedeng1

An Intuitive Proof of the Data Processing Inequality: Conditional von Neumann Entropy Cannot Increase Under Partial Trace, via the Smooth Min-Entropy DPI and the Quantum AEPResearch Paper

The data processing inequality (DPI) for the conditional von Neumann entropy says that discarding part of the side information cannot make a quantum system less uncertain: for every tripartite state ρABC\rho_{ABC}ρABC​,

22 thms4 active usersReviewed
Quantum InformationTheoretical Computer Science·Captain: mikedeng1

Asymptotically Optimal Approximation of Single Qubit Unitaries by Clifford and T Circuits Using a Constant Number of Ancillary Qubits: O(log(1/ε)) Gates Approximate Every Single-Qubit UnitaryResearch Paper

A fault-tolerant quantum computer executes only a discrete set of gates. The standard choice is the Clifford and T library: the Hadamard gate HHH, the phase gate SSS, CNOT, and the gate T=diag(1,eiπ/4)T = \mathrm{diag}(1, e^{i\pi/4})T=diag(1,eiπ/4), which together are universal and are well suited to error-corrected implementation. Every other gate, in particular every single-qubit rotation…

17 thms4 active usersReviewed
🏆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
Information TheoryMathematical PhysicsQuantum Information·Captain: mikedeng1

The Entropy Photon-Number Inequality and its Consequences: It Implies Both Minimum Output Entropy Conjectures, So Vacuum and Thermal Inputs Minimize the Beam-Splitter Output EntropyResearch Paper

Light carries information in electromagnetic field modes. At optical frequencies, photon statistics affect the capacities of thermal-noise and broadcast communication channels. Bounds on these capacities depend on identifying the smallest entropy that a beam splitter can produce under specified input conditions. Guha, Erkmen, and Shapiro explain why two…

11 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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