hiyenwong/ai_collection - 48페이지

semi-device-independent-nlwe-certification

Semi-device-independent certification methodology for nonlocality without entanglement (NLWE) using maximum-confidence discrimination of separable state ensembles.

원문 언어: 영어

sharma-mittal-entropy-gravity

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,…

원문 언어: 영어

shot-based-quantum-encoding

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.…

원문 언어: 영어

singularity-free-invariant-control

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…

원문 언어: 영어

skill-drift-contract-violation

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…

원문 언어: 영어

snn-sequence-timing-replay-speed

Spiking Temporal Memory (sTM) model for learning sequence timing and flexible replay speed control - biologically plausible timing encoding via oscillatory modulation

원문 언어: 영어

soliton-waves-wstdp-snn

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.

원문 언어: 영어

sparse-neural-connectivity-recovery

Covariance-based method with Granger-causality refinement for recovering sparse neural connectivity from partial measurements

원문 언어: 중국어

spectral-phase-transitions-nn-learning

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…

원문 언어: 영어

spectral-surgery-quantum-state-transfer

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.…

원문 언어: 영어

splitting-variational-quantum-algorithm

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…

원문 언어: 영어

squeezed-state-quantum-randomness-generation

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…

원문 언어: 영어

stein-variational-uncertainty-mpc

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)…

원문 언어: 영어

strain-controlled-topological-quantum

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…

원문 언어: 영어

surrogate-gradient-snn-training

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,…

원문 언어: 영어

syndrome-adaptive-gain-control

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,…

원문 언어: 영어

system-resilience-design-patterns

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,…

원문 언어: 영어

temporal-logic-control

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…

원문 언어: 영어

tensor-network-emotional-memory

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…

원문 언어: 영어

tensor-network-frontend-quantum-medical

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.

원문 언어: 영어

tensor-network-quantum-electromechanics

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.

원문 언어: 영어

tensor-network-quantum-federated

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…

원문 언어: 영어

tensor-network-readout-mitigation

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…

원문 언어: 영어

terminal-curl-arxiv-security-block

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…

원문 언어: 영어

tf-grid-states-qec

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.…

원문 언어: 영어

thermodynamics-quantum-reservoir-computing

Non-equilibrium thermodynamic framework for quantum reservoir computing - links predictive performance to energetic costs via Holevo capacities and quantum informational dissipation

원문 언어: 영어

tool-integrated-reasoning-recipe

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.

원문 언어: 영어

topological-fault-detection-quantum

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:…

원문 언어: 영어

topological-quantum-computing

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,…

원문 언어: 영어

trainability-iqp-born-machines

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…

원문 언어: 영어

tribe-v2-multimodal-brain-foundation

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…

원문 언어: 영어

tribev2-brain-foundation-model

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.

원문 언어: 영어

trustworthy-qml-roadmap

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…

원문 언어: 영어

uncloneable-encryption-microcrypt

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…

원문 언어: 영어

universally-robust-quantum-control

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…

원문 언어: 영어

vacuum-entanglement-extraction

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,…

원문 언어: 영어

variational-long-range-entangling

Variational quantum algorithms with sparse long-range entangling gates for neutral atoms and trapped ions (arXiv: 2607.07547)

원문 언어: 영어

variational-quantum-algorithms

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,…

원문 언어: 영어

verifiable-quantum-advantage

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…

원문 언어: 영어

vision-bottleneck-v1

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.…

원문 언어: 영어