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SkillsMP a collecté 4 114 skills depuis hiyenwong/ai_collection. Ouvrez un skill pour examiner sa source et ses détails.
hiyenwong/ai_collectionAffichage de 40 skills collectés sur 4 114.
Semi-device-independent certification methodology for nonlocality without entanglement (NLWE) using maximum-confidence discrimination of separable state ensembles.
Langue du texte source : anglais
Sharma-Mittal entropy framework bridging information theory, black hole thermodynamics, and infrared gravity modifications. Derives modified gravitational force laws from generalized entropy, reproduces MOND-like regime. Activates: sharma-mittal entropy,…
Langue du texte source : anglais
Shot-Based Quantum Encoding (SBQE) methodology for quantum neural network data loading. Addresses the bottleneck of inefficient data loading on NISQ devices by distributing shots according to data-dependent classical distributions over multiple input states.…
Langue du texte source : anglais
Singularity-free dynamical invariants-based quantum control for finite-dimensional state preparation under arbitrary noise. Use when designing invariant-based quantum control protocols, robust state preparation for NISQ hardware, non-Markovian open quantum…
Langue du texte source : anglais
Proactive maintenance for LLM agent skill libraries by treating skill drift as contract violation. Extracts executable environment contracts from skill documents and validates only role-bearing assumptions against live conditions. Use when: maintaining agent…
Langue du texte source : anglais
Spiking Temporal Memory (sTM) model for learning sequence timing and flexible replay speed control - biologically plausible timing encoding via oscillatory modulation
Langue du texte source : anglais
Soliton-like wave propagation in recurrent spiking neural networks with weighted STDP. Use when studying cortical traveling waves, activity zone delimitation, spatial memory formation, or self-propagating neural activity patterns.
Langue du texte source : anglais
Covariance-based method with Granger-causality refinement for recovering sparse neural connectivity from partial measurements
Langue du texte source : chinois
Spectral phase transitions and trainability in neural network learning dynamics methodology. Formulates NN training as stochastic evolution of random matrix ensembles, showing BBP (Baik-Ben Arous-Péché) transitions during SGD where isolated eigenvalues detach…
Langue du texte source : anglais
Spectral surgery methodology for high-fidelity quantum state transfer in XX spin chains. Analytic construction that interpolates between Krawtchouc (perfect transfer) and homogeneous chains, capping coupling strengths while maintaining high transfer fidelity.…
Langue du texte source : anglais
Operator-splitting variational quantum algorithm (sVQA) for simulating nonlinear quantum equations on quantum computers. Decomposes state-dependent nonlinear evolution into linear substeps (implementable as fixed unitaries) and nonlinear variational…
Langue du texte source : anglais
Closed-form Shannon-rate methodology for semi-device-independent quantum randomness generation using squeezed-coherent BPSK sources. Derives analytical bounds on certified randomness rates accounting for detector side information. Applicable to quantum key…
Langue du texte source : anglais
Stein variational distributionally robust controller for nonlinear systems with latent parametric uncertainty. Uses particle-based approximation of task-dependent uncertainty distribution. Use when: (1) Designing MPC with parameter uncertainty, (2)…
Langue du texte source : anglais
Control and stabilize topological Majorana bound states using spatially nonuniform strain in superconductor-semiconductor heterostructures. Covers strain-tuned phase boundaries, disorder-induced psABS to MBS conversion, and position-dependent topological mass…
Langue du texte source : anglais
Surrogate Gradient Learning for Spiking Neural Networks - comprehensive training framework using differentiable surrogate functions to overcome the non-differentiability of spike functions. Includes multiple surrogate gradient types (fast-sigmoid,…
Langue du texte source : anglais
Syndrome Adaptive Gain Control methodology for quantum LDPC decoding. Dynamically adjusts min-sum decoder scaling factors based on syndrome patterns to improve convergence and error correction performance. arXiv: 2605.10433 (Cordova, Balatsoukas-Stimming,…
Langue du texte source : anglais
System resilience and robustness design patterns - analyzing complex system stability, collapse mechanisms, control-oriented digital twins, and distributed system optimization. Activation: system resilience, robust design, complex systems, digital twin,…
Langue du texte source : anglais
Temporal logic control synthesis for nonlinear stochastic systems using finite-state abstractions (IMDP). Safety-critical system control with formal guarantees. Use when designing controllers for autonomous systems, safety-critical applications, or systems…
Langue du texte source : anglais
Classical tensor network modeling of order-dependent emotional memory in children — quantum-inspired methods achieve 77.98% accuracy in modeling valence-influenced recognition sequences, demonstrating value of quantum-like approaches for temporal cognitive…
Langue du texte source : anglais
Tensor-network frontend methodology for quantum-enhanced federated medical diagnosis. Combines MPS, TTN, and MERA tensor networks for client-side compression with quantum-enhanced processor (QEP) refinement for medical image classification.
Langue du texte source : anglais
Tensor network methodology for autonomous oscillations in quantum electromechanical systems. Combines binary vibrational mode representation with mesoscopic reservoir embeddings for steady-state access without real-time propagation.
Langue du texte source : anglais
Privacy-aware federated learning combining tensor-network compression with quantum-enhanced processing for medical diagnosis. Use when building multi-institutional medical AI systems that need: (1) MPC-secured aggregation, (2) small-qubit quantum processing…
Langue du texte source : anglais
Tensor network (MPO) framework for characterizing and mitigating correlated readout errors in quantum processors. Use when modeling readout noise beyond uncorrelated approximations, estimating nonlocal observables with correlated measurement errors, or…
Langue du texte source : anglais
Terminal curl to arXiv API blocked by security scanner (exit -1) — new failure mode 2026-06-02. Different from plain HTTP or pipe-to-interpreter blocks. Workaround: browser_navigate. Activation: terminal curl blocked, arxiv security block, curl exit -1, arxiv…
Langue du texte source : anglais
Time-frequency grid state methodology for reconstructing and correcting channel-induced distortion in entangled photons. Uses TF grid states as intrinsic frequency-domain references to detect and correct JSI distortions via Gaussian process regression.…
Langue du texte source : anglais
Non-equilibrium thermodynamic framework for quantum reservoir computing - links predictive performance to energetic costs via Holevo capacities and quantum informational dissipation
Langue du texte source : anglais
Full-pipeline recipe for injecting tool-use into thinking models without sacrificing text-only reasoning. Two-stage SFT+RL approach. Based on arXiv 2605.06326.
Langue du texte source : anglais
Topological Engine Monitor (TEM) methodology for non-invasive fault detection in quantum systems. Uses persistent homology and time-delay embeddings from weak measurements to diagnose control failures. Robust across diverse noise profiles. Activation:…
Langue du texte source : anglais
Design quantum computing systems using topological structures. Apply 3-manifold topology, surface topology, and knotted quantum states for information protection. Activation: topological quantum, topology quantum computing, 拓扑量子计算, 量子拓扑, topological qubit,…
Langue du texte source : anglais
IQP Quantum Circuit Born Machines trainability analysis under Gaussian initialization. Uses Stein's lemma and Lipschitz concentration bounds to derive analytical lower bounds on gradient variance and probabilistic concentration bounds for barren plateau…
Langue du texte source : anglais
TRIBE v2 tri-modal foundation model methodology for in-situ fMRI brain-to-image decoding with synthetic data augmentation. Pretrained on 1000+ hours of video/audio/language fMRI responses, enables 68% Top-10 image-retrieval improvement and zero-shot decoding…
Langue du texte source : anglais
TRIBE v2 tri-modal foundation model for in-situ fMRI brain-to-image decoding with synthetic data augmentation. Addresses low-data regime challenges in brain decoding.
Langue du texte source : anglais
Trustworthy Quantum Machine Learning roadmap covering reliability, robustness, and security in the NISQ era. Addresses QML-specific risks including probabilistic behavior, device noise, and hybrid pipeline vulnerabilities. Activation: trustworthy QML, quantum…
Langue du texte source : anglais
Uncloneable encryption methodology in microcrypt — boosting one-time secure uncloneable bits to many-time secure multi-bit uncloneable encryption. Reduces assumptions for existence of uncloneable indistinguishability in symmetric key encryption. Use when…
Langue du texte source : anglais
Universal framework for noise-agnostic quantum control of open quantum systems. Achieves high-fidelity operations (>99%) without prior environmental noise characterization. Bridges theoretical control design with experimental constraints for fault-tolerant…
Langue du texte source : anglais
Vacuum entanglement extraction protocols from quantum field theory. Covers local operation protocols for harvesting entanglement from vacuum states and applications to distributed quantum computing and quantum networking. Use when: vacuum entanglement,…
Langue du texte source : anglais
Variational quantum algorithms with sparse long-range entangling gates for neutral atoms and trapped ions (arXiv: 2607.07547)
Langue du texte source : anglais
Variational Quantum Algorithms methodology covering CVQE (Cascaded Variational Quantum Eigensolver), certified QNN training via QIBP, and resource-efficient quantum optimization. Use when designing variational quantum circuits, optimizing NISQ-era algorithms,…
Langue du texte source : anglais
Design and analysis of verifiable quantum algorithms that demonstrate quantum supremacy. Use when working on quantum algorithms with provable advantage, benchmarking quantum vs classical performance, designing quantum verification protocols, or analyzing…
Langue du texte source : anglais
Vision as looking and seeing through a bottleneck framework. Explains V1 as an information bottleneck that optimizes visual representation given retinal sampling constraints. Addresses why vision research progress is slower downstream than upstream of V1.…
Langue du texte source : anglais