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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

176–200 of 1230
Open836Completed394All1230
Linear algebraQuantum Information·Captain: iris

Synthesis of Quantum Logic Circuits: every nnn-qubit unitary is implemented exactly by one-qubit gates and at most (23/48)⋅4n−(3/2)⋅2n+4/3(23/48)\cdot 4^n - (3/2)\cdot 2^n + 4/3(23/48)⋅4n−(3/2)⋅2n+4/3 CNOT gatesResearch Paper

A quantum computation on nnn qubits is a unitary operator UUU on C2n\mathbb C^{2^n}C2n, but hardware applies only a small library of gates. The standard library is every one-qubit gate together with the two-qubit controlled-NOT (CNOT). One-qubit gates are cheap, while two-qubit gates are slow and error-prone, so the cost of a circuit is usually measured by its number…

24 thms3 active usersReviewed
AnalysisConvex OptimizationQuantum Information·Captain: iris

Continuity of the Maximum-Entropy Inference: Faces of a Linear Image of a Stable Convex Body Are Lower Semicontinuous Along Lifted Sequences, and dim⁡F(w)≤lim inf⁡dim⁡F(wi)\dim F(w) \le \liminf \dim F(w_i)dimF(w)≤liminfdimF(wi​)Research Paper

In quantum statistical inference one measures the expected values α=(⟨u1,ρ⟩,…,⟨ur,ρ⟩)\alpha=(\langle u_1,\rho\rangle,\dots,\langle u_r,\rho\rangle)α=(⟨u1​,ρ⟩,…,⟨ur​,ρ⟩) of finitely many observables u1,…,uru_1,\dots,u_ru1​,…,ur​ on an unknown state ρ\rhoρ and, among all states compatible with α\alphaα, selects the one of maximal von Neumann entropy, ρ∗(α)\rho^*(\alpha)ρ∗(α). The map α↦ρ∗(α)\alpha\mapsto\rho^*(\alpha)α↦ρ∗(α) is the maximum-en…

11 thms3 active usersReviewed
Mathematical PhysicsQuantum Error CorrectionQuantum Information+1·Captain: iris

Theory of Decoherence-Free Fault-Tolerant Universal Quantum Computation: the exchange interaction alone generates su(nJ)\mathfrak{su}(n_J)su(nJ​) independently on every strong collective decoherence DFSResearch Paper

A register of qubits that all couple to their environment in the same way, through the collective spin operators Sx,Sy,SzS_x, S_y, S_zSx​,Sy​,Sz​, has subspaces on which this coupling acts trivially. Information stored there is immune to the noise, and such decoherence-free subspaces and subsystems (DFSs) were proposed as a passive alternative to active error correction (Zanar…

36 thms3 active usersReviewed
Quantum InformationQuantum Mechanics·Captain: iris

Dynamics beyond completely positive maps: some properties and applications: an accessible map is a trace-preserving completely positive map plus a traceless term at most quadratic in the stateResearch Paper

An open quantum system is a system AAA that interacts with an environment BBB. When the joint state starts as a product ρ⊗ω\rho\otimes\omegaρ⊗ω with ω\omegaω fixed, and the joint evolution is a unitary UUU, the reduced dynamics ρ↦tr⁡B[U(ρ⊗ω)U†]\rho\mapsto\operatorname{tr}_B[U(\rho\otimes\omega)U^\dagger]ρ↦trB​[U(ρ⊗ω)U†] is a completely positive (CP), trace-preserving map, and it has a Kraus form …

25 thms3 active usersReviewed
Information TheoryQuantum Information·Captain: iris

Conditional Entanglement: the conditional entanglement C_S of the dual multipartite mutual information S_n is additive on tensor products of multipartite statesResearch Paper

An entanglement measure assigns to each bipartite or multipartite quantum state a number that does not increase under local operations and classical communication (LOCC). One property that physicists ask of such a measure, and that most known measures lack or do not have proved, is additivity: the measure of two independent copies placed side by side, …

12 thms3 active usersReviewed
🏆Completed
cryptographyProbabilityQuantum Information·Captain: iris

Universally-composable privacy amplification from causality constraints: almost every fixed hash function yields a key secure against nonsignaling eavesdroppers, bounded by the CHSH valueResearch Paper

Device-independent key distribution asks whether two parties can establish a secret key without trusting the devices that prepare and measure their systems. If the outcomes of local measurements violate a Bell inequality, they cannot have been fixed in advance, and this limits what any third party can know about them. The only physical assumption needed is n…

28 thms3 active usersReviewed
🏆Completed
cryptographyInformation Theory·Captain: iris

Strong Converse for a Degraded Wiretap Channel via Active Hypothesis Testing: with public feedback, the (ε, δ)-wiretap capacity is at most max over P_X of I(X ∧ Y | Z) whenever ε + δ < 1Research Paper

A wiretap channel W:X→Y×ZW:\mathcal X\to\mathcal Y\times\mathcal ZW:X→Y×Z models secure transmission over a noisy medium: a transmitter sends a symbol xxx, a legitimate receiver observes YYY and an eavesdropper observes a correlated ZZZ, with joint probability W(y,z∣x)W(y,z|x)W(y,z∣x). The transmitter wants to deliver a message MMM reliably to the receiver while revealing (almost) nothing about…

33 thms3 active usersReviewed
Computational ComplexityQuantum Error CorrectionQuantum Information·Captain: iris

The Heisenberg Representation of Quantum Computers: Clifford circuits with Pauli measurements and classical control are perfectly simulated in randomized classical polynomial time (Knill's theorem)Research Paper

A general nnn-qubit quantum computation is described by 2n2^n2n complex amplitudes, and following them on a classical computer costs exponential time and space. Daniel Gottesman's 1998 paper The Heisenberg Representation of Quantum Computers shows that a large and practically important class of quantum networks escapes this cost. Instead of the state, one follows…

22 thms3 active usersReviewed
Quantum Information·Captain: iris

Mixed-state entanglement and distillation: is there a “bound” entanglement in nature?: every distillable state violates the Peres partial-transposition criterion, so PPT states cannot be distilledResearch Paper

Entanglement shared between two distant parties is the resource behind teleportation and entanglement-based cryptography, but these protocols need it in the pure singlet form Ψ−=12(∣↑↓⟩−∣↓↑⟩)\Psi_-=\tfrac1{\sqrt2}(|{\uparrow\downarrow}\rangle-|{\downarrow\uparrow}\rangle)Ψ−​=2​1​(∣↑↓⟩−∣↓↑⟩). In practice decoherence leaves the parties with a mixed state ϱ\varrhoϱ, and distillation (Bennett et…

18 thms3 active usersReviewed
Mathematical PhysicsQuantum Information·Captain: iris

Decoherence, Control, and Symmetry in Quantum Computers IV: a subspace is decoherence-free iff every system coupling operator acts on it as a scalarTextbook

A quantum computer stores information in a system that cannot be perfectly isolated: it is coupled to an environment whose degrees of freedom are neither controlled nor observed. The coupling turns pure states of the system into mixed ones (decoherence), and this is the main obstacle to building reliable quantum memories. One response, developed in the late…

13 thms3 active usersReviewed
Mathematical PhysicsQuantum Information·Captain: iris

Decoherence, Control, and Symmetry in Quantum Computers V: decoherence-free subsystems are stable: every decoherence rate vanishes to first order in the perturbationTextbook

A decoherence-free subsystem (DFS) is a part of a quantum system that the coupling to its environment cannot touch: when the system operators of the system-environment interaction all respect a common block structure, information stored in the degeneracy of one block evolves trivially, however strong the coupling is (Zanardi–Rasetti 1997; Lidar–Chuang–Whaley…

12 thms3 active usersReviewed
Mathematical PhysicsQuantum Information·Captain: iris

Decoherence, Control, and Symmetry in Quantum Computers II: necessary and sufficient conditions for decoherence-free stationary control of a quantum system by an apparatusTextbook

Every experiment that manipulates a quantum system does so through some apparatus: a laser mode driving an atom, a gate electrode biasing a quantum dot, a coil producing a magnetic field. The apparatus is itself a quantum system, and the system and apparatus interact through a fixed Hamiltonian. Whether this interaction lets the apparatus act as a classical…

14 thms3 active usersReviewed
🏆Completed
Linear algebraMathematical PhysicsQuantum Information·Captain: iris

Decoherence, Control, and Symmetry in Quantum Computers I: an operator-sum evolution is unitary iff every OSR operator is a scalar multiple of the unitaryTextbook

A quantum system that is not perfectly isolated evolves, from its own point of view, by an operator-sum representation (OSR): its density matrix ρ\rhoρ is mapped to ∑iAiρAi†\sum_i A_i\rho A_i^\dagger∑i​Ai​ρAi†​ for a family of OSR operators AiA_iAi​ obtained by tracing out the environment. Generic OSRs describe decoherence, the loss of quantum information to the environment. Unitary…

7 thms3 active usersReviewed
Information TheoryQuantum Information·Captain: iris

State redistribution as merging: introducing the coherent relay: through a relay station, Alice's share reaches Bob with the optimal ½I(A:R|B) qubits and ½I(A:C) − ½I(A:B) ebits per copyResearch Paper

State redistribution asks how cheaply one party can hand part of a shared quantum state to another. Alice and Bob share many copies of a state; Alice holds two shares, AAA and CCC, and wants to transfer AAA to Bob, who already holds BBB, using quantum communication and pre-shared entanglement, without disturbing the correlations with anything else. Devetak and Yard…

24 thms3 active usersReviewed
Information TheoryQuantum Information·Captain: iris

Squashed entanglement and approximate private states: the key size log₂ K of an ε-approximate private state is at most its squashed entanglement plus f₁(√ε, K), whatever the shield dimensionResearch Paper

A private state is the quantum analogue of a shared secret key: two parties, Alice and Bob, hold key systems AAA and BBB of dimension KKK whose standard-basis measurement outcomes are perfectly correlated, uniformly random and independent of any eavesdropper holding a purification. Distilling such states from many copies of a noisy state ρAB\rho_{AB}ρAB​ is the task of q…

19 thms3 active usersReviewed
Information TheoryQuantum InformationStatistics·Captain: iris

Introduction to quantum Fisher information: the quantum Fisher information matrix of every standard operator monotone function is monotone under completely positive trace-preserving mapsResearch Paper

In classical statistics the Fisher information of a parametric family of probability distributions bounds how well its parameter can be estimated (the Cramér–Rao inequality), and it can only decrease when the data are processed by a Markov kernel. Quantum estimation theory, quantum metrology and information geometry need the analogue for families of density…

14 thms3 active usersReviewed
Information TheoryLinear algebraQuantum Information·Captain: iris

A Condition for the Nullity of Quantum Discord: Discord Vanishes If and Only If the State Is Block-Diagonal in an Eigenbasis of the Marginal of BResearch Paper

Quantum discord was introduced by Ollivier and Zurek (quant-ph/0105072) and by Henderson and Vedral (quant-ph/0105028) as the part of the correlations of a bipartite quantum state that no local measurement can reveal. It is nonzero for some unentangled states, and it has been proposed as a resource behind mixed-state quantum computation with little…

17 thms3 active usersReviewed
🏆Completed
Mathematical PhysicsQuantum InformationQuantum Mechanics·Captain: iris

Graph states and carrier-envelope phase squeezing: under the all-ones graph Hamiltonian H3H_3H3​ the phase sum is the only squeezed quadrature, P(t)=P(0)e−Nκt\mathbf P(t)=\mathbf P(0)e^{-N\kappa t}P(t)=P(0)e−NκtResearch Paper

A mode-locked laser emits a train of pulses whose spectrum is a frequency comb: many optical modes, equally spaced in frequency. The common phase offset of these modes, the carrier-envelope phase, is the quantity that has to be stabilized when femtosecond combs are used to define optical frequency standards (Jones et al., Science 2000; Udem et al., PRL 1999)…

15 thms3 active usersReviewed
Information TheoryQuantum Information·Captain: iris

Discontinuity of Maximum Entropy Inference and Quantum Phase Transitions: a degenerate ground space satisfying the partial error-detecting condition makes the maximum entropy inference discontinuousResearch Paper

In quantum tomography of a large system one rarely measures an informationally complete set of observables. For an nnn-qubit system with nnn large, one typically knows only the expectation values of a few local observables, and many states are compatible with that data. The principle of maximum entropy (Jaynes, 1957; Wichmann, 1963) selects among them the state…

15 thms3 active usersReviewed
Quantum Information·Captain: Gohan

Lower bound on the relative error of mixed-state cloning and related operationsResearch Paper

We extend the concept of the relative error to mixed-state cloning and related physical operations, in which the ancilla contains some a priori information about the input state. The lower bound on the relative error is obtained. It is shown that this result contributes to the stronger no-cloning theorem.

13 thms3 active usersReviewed
Quantum Information·Captain: Gohan

The general theory of permutation equivarant neural networks and higher order graph variational encodersResearch Paper

Previous work on symmetric group equivariant neural networks generally only considered the case where the group acts by permuting the elements of a single vector. In this paper we derive formulae for general permutation equivariant layers, including the case where the layer acts on matrices by permuting their rows and columns simultaneously. This case…

13 thms3 active usersReviewed
Quantum Information·Captain: Gohan

Peres-Horodecki separability criterion for continuous variable systemsResearch Paper

The Peres-Horodecki criterion of positivity under partial transpose is studied in the context of separability of bipartite continuous variable states. The partial transpose operation admits, in the continuous case, a geometric interpretation as mirror reflection in phase space. This recognition leads to uncertainty principles, stronger than the traditional…

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

Degenerate Quantum Codes for Pauli ChannelsResearch Paper

A striking feature of quantum error correcting codes is that they can sometimes be used to correct more errors than they can uniquely identify. Such degenerate codes have long been known, but have remained poorly understood. We provide a heuristic for designing degenerate quantum codes for high noise rates, which is applied to generate codes that can be…

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

Rate-distance tradeoff and resource costs for all-optical quantum repeatersResearch Paper

We present a resource-performance tradeoff of an all-optical quantum repeater that uses photon sources, linear optics, photon detectors and classical feedforward at each repeater node, but no quantum memories. We show that the quantum-secure key rate has the form R(η)=DηsR(η) = Dη^sR(η)=Dηs bits per mode, where ηηη is the end-to-end channel's transmissivity, and the…

12 thms3 active usersReviewed
Quantum Information·Captain: Gohan

Quantum Illumination with Gaussian StatesResearch Paper

An optical transmitter irradiates a target region containing a bright thermal-noise bath in which a low-reflectivity object might be embedded. The light received from this region is used to decide whether the object is present or absent. The performance achieved using a coherent-state transmitter is compared with that of a quantum illumination transmitter,…

15 thms3 active usersReviewed
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Top contributors

RankContributorAccepted solutionsSubmitted problems
1FIfizzyinc3287472
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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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