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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

126–150 of 1230
Open836Completed394All1230
🏆Completed
Machine LearningQuantum InformationTheoretical Computer Science·Captain: mikedeng1

Shadow Tomography of Quantum States 1: Polylogarithmically Many Copies Suffice to Estimate Every Acceptance Probability to Within εResearch Paper

Learning an unknown quantum state is expensive. Full quantum state tomography of a DDD-dimensional mixed state ρ\rhoρ to accuracy ε\varepsilonε in trace distance needs on the order of D2/ε2D^2/\varepsilon^2D2/ε2 copies of ρ\rhoρ (O'Donnell–Wright 2016; Haah et al. 2017), and this is optimal. For a system of nnn qubits, D=2nD = 2^nD=2n, so full tomography is out of reach beyond a few…

17 thms4 active usersReviewed
🏆Completed
AnalysisFunctional AnalysisHarmonic Analysis+2·Captain: mikedeng1

Mathematical Methods in Quantum Mechanics IX: The Free Schrödinger OperatorTextbook

The free Schrödinger operator H0=−ΔH_0 = -\DeltaH0​=−Δ is the Hamiltonian of a quantum particle, or of NNN non-interacting particles, moving in Rn\mathbb R^nRn without external forces. Every Schrödinger operator H=−Δ+VH = -\Delta + VH=−Δ+V studied in quantum mechanics is a perturbation of it, and each standard tool of the theory refers back to H0H_0H0​: the Kato–Rellich theorem asks that VVV b…

12 thms4 active usersReviewed
🏆Completed
AnalysisFunctional AnalysisMathematical Physics·Captain: mikedeng1

Mathematical Methods in Quantum Mechanics VI: Relatively Bounded Perturbations and the Kato–Rellich TheoremTextbook

A quantum-mechanical Hamiltonian is usually a sum H=H0+VH = H_0 + VH=H0​+V of a kinetic energy H0H_0H0​ (for a free particle, H0=−ΔH_0 = -\DeltaH0​=−Δ in units with ℏ=1\hbar = 1ℏ=1, m=1/2m = 1/2m=1/2) and a potential energy VVV. Observables must be self-adjoint operators, not merely symmetric ones: only then does the spectral theorem apply and the time evolution e−itHe^{-itH}e−itH exist as a unitary group.…

13 thms4 active usersReviewed
🏆Completed
AnalysisFunctional AnalysisMathematical Physics·Captain: mikedeng1

Mathematical Methods in Quantum Mechanics I: Self-Adjoint Extensions and Defect IndicesTextbook

In quantum mechanics an observable is a self-adjoint operator on a complex Hilbert space H\mathfrak{H}H. Physics, however, usually hands over a symmetric operator: a differential expression such as −i ddx-\mathrm{i}\,\tfrac{d}{dx}−idxd​ or −Δ+V-\Delta + V−Δ+V on a convenient domain of smooth functions, on which integration by parts shows …

16 thms4 active usersReviewed
Quantum InformationTheoretical Computer Science·Captain: Goku

Stabilizer Rank of Magic StatesOpen Problem

Quantum circuits built from Clifford gates alone are classically simulable in polynomial time. Universality is recovered by adding copies of a magic state, and the fastest known classical simulators of such circuits work by writing the magic-state input as a short linear combination of stabilizer states. The length of the shortest such combination -- the sta…

5 thms4 active usersReviewed
🏆Completed
Quantum InformationTheoretical Computer Science·Captain: Goku

The Aaronson-Ambainis ConjectureOpen Problem

Quantum query algorithms are known to beat classical ones on problems with algebraic structure -- period finding, hidden subgroups, forrelation. No such speedup is known for a problem with no structure at all. Aaronson and Ambainis proposed making that observation into a theorem, and reduced it to a question with no quantum content: a statement about…

13 thms4 active usersReviewed
Information TheoryMathematical PhysicsQuantum Information·Captain: iris

Continuous Variable Quantum Cryptography using Two-Way Quantum Communication: two-way Hom2Hom^2Hom2 and Het2Het^2Het2 tolerate more excess noise than one-way HomHomHom and HetHetHet under one-mode Gaussian attacksResearch Paper

Quantum key distribution (QKD) lets two parties, Alice and Bob, extract a secret key from a noisy quantum channel controlled by an eavesdropper, Eve. In continuous-variable QKD the signals are bosonic modes with Gaussian statistics. Coherent-state protocols use standard optical components and tolerate large losses (Grosshans–Grangier 2002, Grosshans et al.…

57 thms3 active usersReviewed
Quantum Information·Captain: iris

A Schmidt number for density matrices: a density matrix has Schmidt number at least k+1k+1k+1 if and only if some kkk-positive map Λ\LambdaΛ leaves (1⊗Λ)(ρ)(1 \otimes \Lambda)(\rho)(1⊗Λ)(ρ) not positive semidefiniteResearch Paper

Entanglement between two parties is not an all-or-nothing property. For a pure bipartite state, the Schmidt rank counts how many product terms are needed to write the state, and local operations with classical communication cannot increase it. Terhal and Horodecki (arXiv:quant-ph/9911117v4) extend this count to mixed states: the Schmidt number of a density…

22 thms3 active usersReviewed
Information TheoryQuantum Information·Captain: iris

Asymmetric quantum hypothesis testing with Gaussian states: the quantum Hoeffding bound of a pure null hypothesis is bounded by the fidelity bound, with equality for two pure statesResearch Paper

In binary quantum hypothesis testing a quantum system is prepared in one of two known states, the null hypothesis ρ0\rho_0ρ0​ or the alternative ρ1\rho_1ρ1​, and an observer must decide which by a measurement on MMM copies. In many applications the two errors are not equally costly: a false negative in a medical or security test may be much worse than a false positive. …

14 thms3 active usersReviewed
🏆Completed
Quantum Error CorrectionQuantum Information·Captain: iris

Hardware-Efficient Bosonic Quantum Error-Correcting Codes Based on Symmetry Operators: the photon-loss quantum Hamming bound (1+3n)bk≤(4q−3)n(1+3n)b^k \le (4q-3)^n(1+3n)bk≤(4q−3)nResearch Paper

A quantum error-correcting code protects information by embedding it in a larger space. The quantum Hamming bound limits how small that space can be: the images of the code under the correctable errors must fit into the available space. Niu, Chuang and Shapiro (arXiv:1709.05302) design bosonic codes for hardware whose only nonlinearity is coherent χ(2)\chi^{(2)}χ(2)…

12 thms3 active usersReviewed
AnalysisFunctional AnalysisMathematical Physics·Captain: iris

The Hölder Inequality for KMS States: Araki's Correlation |ω(AₙΔ^{zₙ}⋯A₁Δ^{z₁}A₀)| Is at Most ∏ⱼ |||Aⱼ|||_{pⱼ} for Positive AⱼResearch Paper

In quantum statistical mechanics an equilibrium state at inverse temperature β\betaβ of a system with dynamics τ\tauτ is a (τ,β)(\tau,\beta)(τ,β)-KMS state ωβ\omega_\betaωβ​. Its correlation functions t↦ωβ(Aτt(B))t \mapsto \omega_\beta(A\tau_t(B))t↦ωβ​(Aτt​(B)) continue analytically into the strip 0≤ℑt≤β0 \le \Im t \le \beta0≤ℑt≤β, and the values in imaginary time (the Schwinger functions) are the objects that…

19 thms3 active usersReviewed
Information TheoryQuantum Information·Captain: iris

The classical communication cost of entanglement manipulation: Is entanglement an inter-convertible resource?: ψN≈ΦNS−O(N)⊗Δ\psi^{N}\approx\Phi^{NS-O(\sqrt N)}\otimes\DeltaψN≈ΦNS−O(N​)⊗Δ with Schmidt rank 2O(N)2^{O(\sqrt N)}2O(N​)Research Paper

Entanglement is treated as a resource in quantum information theory, and the unit of account is the ebit, one singlet Φ=(∣01⟩−∣10⟩)/2\Phi=(|01\rangle-|10\rangle)/\sqrt2Φ=(∣01⟩−∣10⟩)/2​ shared by two parties. That accounting is justified only if entanglement in one form can be converted into another without paying in a different currency. For bipartite pure states, Bennett, Bernstein,…

22 thms3 active usersReviewed
Information TheoryQuantum Information·Captain: iris

Binding entanglement channels: a channel is binding entanglement if and only if sending half of a maximally entangled pair through it produces a bound entangled stateResearch Paper

Mixed entangled states of two parties come in two kinds. Free entanglement (FE) can be converted into nearly pure singlets by local quantum operations and classical communication (LQCC); this conversion is distillation. Bound entanglement (BE) is entanglement that cannot be distilled (Horodecki, Horodecki, Horodecki 1998). Bound entangled states were first…

29 thms3 active usersReviewed
Quantum Error CorrectionQuantum Information·Captain: iris

Quantum Error-Detection at Low Energies: magnon states span an (ϵ,δ)[[n,k,d]](\epsilon,\delta)[[n,k,d]](ϵ,δ)[[n,k,d]] code, k=κlog⁡2nk=\kappa\log_2nk=κlog2​n, d=n1−νd=n^{1-\nu}d=n1−ν, ϵ=Θ(n−(ν−6κ−λ))\epsilon=\Theta(n^{-(\nu-6\kappa-\lambda)})ϵ=Θ(n−(ν−6κ−λ)), δ=n−λ\delta=n^{-\lambda}δ=n−λResearch Paper

Topological codes are ground spaces of gapped local Hamiltonians, and they protect information because local operators cannot distinguish their code states. A natural question is whether the low-energy spaces of other physical many-body systems have the same property. Gschwendtner, König, Şahinoğlu and Tang (arXiv:1902.02115) study this for error detection,…

21 thms3 active usersReviewed
Quantum InformationStatistics·Captain: iris

Shallow shadows: Expectation estimation using low-depth random Clifford circuits: the state-dependent shadow norm at any depth d is ‖O‖²_LS + tr(σÕ), with ‖O‖²_LS = Σ_λ β_λ²/t_λ,dResearch Paper

Classical shadows (Huang, Kueng and Preskill, arXiv:2002.08953) estimate many expectation values tr⁡(Oρ)\operatorname{tr}(O\rho)tr(Oρ) of an unknown nnn-qubit state ρ\rhoρ from few copies. Each copy is rotated by a random unitary and measured in the computational basis, and the outcome is inverted through a linear map, the measurement channel. The number of copies needed…

30 thms3 active usersReviewed
Quantum Error CorrectionQuantum Information·Captain: iris

Operator Quantum Error Correcting Subsystems for Self-Correcting Quantum Memories: the n×n lattice subsystem code is an [n², n, 1] code correcting every error on at most ⌊(n−1)/2⌋ qubitsResearch Paper

A quantum error correcting code protects quantum information by spreading it over many physical qubits. The textbook notion is a subspace code: the information lives in a subspace, and recovery must return every corrupted state to that subspace exactly. Knill, Laflamme and Viola, and Kribs, Laflamme and Poulin observed that this asks too much. Information…

34 thms3 active usersReviewed
Functional AnalysisInformation TheoryMathematical Physics+1·Captain: iris

The entropy gain of infinite-dimensional quantum channels: a Bosonic Gaussian channel with nondegenerate K is regular with Φ[I] = |det K|⁻¹I and has minimal entropy gain log|det K|Research Paper

For a quantum channel Φ\PhiΦ and an input state ρ\rhoρ, the entropy gain H(Φ[ρ])−H(ρ)H(\Phi[\rho]) - H(\rho)H(Φ[ρ])−H(ρ) measures how much von Neumann entropy the channel creates. Its infimum over states, the minimal entropy gain G(Φ)G(\Phi)G(Φ), was studied by Alicki for channels on a ddd-dimensional space (arXiv:quant-ph/0402080), who showed −log⁡d≤G(Φ)≤0-\log d \le G(\Phi) \le 0−logd≤G(Φ)≤0 and additivity under…

39 thms3 active usersReviewed
Linear algebraQuantum Information·Captain: iris

From Classical to Quantum Shannon Theory I: A Channel Is Entanglement-Breaking If and Only If It Has Unit-Rank Kraus OperatorsTextbook

A quantum channel models every physical process a quantum system can undergo: noise in a fibre, a gate in a circuit, a measurement, a preparation. Some channels destroy every correlation of the input with the outside world that is not classical. These entanglement-breaking channels are the channels that can be simulated by measuring the input and preparing…

15 thms3 active usersReviewed
Quantum Information·Captain: Gohan

Polar codes for private classical communicationResearch Paper

We construct a new secret-key assisted polar coding scheme for private classical communication over a quantum or classical wiretap channel. The security of our scheme rests on an entropic uncertainty relation, in addition to the channel polarization effect. Our scheme achieves the symmetric private information rate by synthesizing "amplitude" and "phase"…

18 thms3 active usersReviewed
Quantum Information·Captain: Gohan

Quantum CISC Compilation by Optimal Control and Scalable Assembly of Complex Instruction Sets beyond Two-Qubit GatesResearch Paper

We present a quantum CISC compiler and show how to assemble complex instruction sets in a scalable way. Enlarging the toolbox of universal gates by optimised complex multi-qubit instruction sets thus paves the way to fight decoherence for realistic settings. Compiling a quantum module into the machine code for steering a concrete quantum hardware device…

14 thms3 active usersReviewed
Quantum Information·Captain: Gohan

Reversible quantum cellular automataResearch Paper

We define quantum cellular automata as infinite quantum lattice systems with discrete time dynamics, such that the time step commutes with lattice translations and has strictly finite propagation speed. In contrast to earlier definitions this allows us to give an explicit characterization of all local rules generating such automata. The same local rules…

9 thms3 active usersReviewed
🏆Completed
Quantum Information·Captain: Gohan

The statistical strength of nonlocality proofsResearch Paper

There exist numerous proofs of Bell's theorem, stating that quantum mechanics is incompatible with local realistic theories of nature. Here we define the strength of such nonlocality proofs in terms of the amount of evidence against local realism provided by the corresponding experiments. This measure tells us how many trials of the experiment we should…

16 thms3 active usersReviewed
Quantum Information·Captain: Gohan

The Sender-Excited Secret Key Agreement Model: Capacity, Reliability and Secrecy ExponentsResearch Paper

We consider the secret key generation problem when sources are randomly excited by the sender and there is a noiseless public discussion channel. Our setting is thus similar to recent works on channels with action-dependent states where the channel state may be influenced by some of the parties involved. We derive single-letter expressions for the secret…

19 thms3 active usersReviewed
Quantum Information·Captain: Gohan

Universal Quantum EmulatorResearch Paper

We propose a quantum algorithm that emulates the action of an unknown unitary transformation on a given input state, using multiple copies of some unknown sample input states of the unitary and their corresponding output states. The algorithm does not assume any prior information about the unitary to be emulated or the sample input states. To emulate the…

29 thms3 active usersReviewed
Quantum Information·Captain: Gohan

Quantum Channel Simulation and the Channel's Smooth Max-InformationResearch Paper

We study the general framework of quantum channel simulation, that is, the ability of a quantum channel to simulate another one using different classes of codes. First, we show that the minimum error of simulation and the one-shot quantum simulation cost under no-signalling assisted codes are given by semidefinite programs. Second, we introduce the…

43 thms3 active usersReviewed
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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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