All categories
Research
Research, evidence gathering, literature, reports, investigation, and synthesis
- 21,402
- 892
Security grades appear on each card once the skill has been scanned. Newly imported skills may briefly show without a grade until the backfill job runs.
Open in full browserBrowse research skills
Showing 10,417–10,440 of 21,402 skills
- Mcmc Hierarchical Dcm ClusteringMarkov chain Monte Carlo methods for hierarchical clustering of dynamic causal models, enabling subgroup detection in heterogeneous populations through effective brain connectivity analysis.Votes: 0GitHub stars: 3
- Maximum Entropy Neural ConnectivityMaximum entropy framework for deriving minimally-biased neural network connectivity that satisfies functional constraints for context-dependent computations. Reveals low-rank structures required for working memory, context integration, and task switching while keeping other connectivity aspects random.Votes: 0GitHub stars: 3
- Indefinite Causal Order Real ComplexIndefinite causal order methodology demonstrating that real quantum theory with indefinite causal order can simulate complex quantum theory, reversing the conventional real-complex hierarchy.Votes: 0GitHub stars: 3
- Improving Mathematical Reasoning With Process SupeSkill for AI agent capabilitiesVotes: 0GitHub stars: 3
- Func Lingam Causal DiscoverySkill for AI agent capabilitiesVotes: 0GitHub stars: 3
- Feature Leakage Identifiability Entropy ModelsIdentifiability framework for direct-dependency entropy models of neural activity - diagnosing feature leakage in MaxEnt models, separating prediction from mechanism identification, state reweighting diagnosticsVotes: 0GitHub stars: 3
- Efficient Reasoning BcrReduce LLM reasoning token consumption using Batched Contextual Reinforcement (BCR). Use when optimizing inference costs for reasoning tasks, implementing efficient Chain-of-Thought, or discovering task-scaling laws. Based on arXiv:2604.02322 - A Task-Scaling Law for Efficient Reasoning.Votes: 0GitHub stars: 3
- Differential Dynamic Causal NetsSkill for AI agent capabilitiesVotes: 0GitHub stars: 3
- Cbtr Causality Topological RankingCausality-Based Topological Ranking (CBTR)Votes: 0GitHub stars: 3
- Causal Stance Physical Vs IntentionalPhilosophical framework distinguishing Physical Stance from Causal Stance in explaining behavior, reconstructing Davidson's anomalous monism for computational neuroscience and AI alignment. Activation triggers: causal stance, physical stance, intentional stance, anomalous monism, Davidson, philosophy of mind, explanation levels, mental causation.Votes: 0GitHub stars: 3
- Causal Nonseparability DephasingCausal nonseparability robustness under dephasing — quantum processes with indefinite causal order (quantum switch) retain causal nonseparability if any non-future system remains undephased, but become causally separable when all systems or only the future system is undephased. arXiv:2605.22807Votes: 0GitHub stars: 3
- Causal Inference Effective ConnectivityEvaluating the causal effect of an intervention on multivariate outcomes is challenging when the outcomes are interdependent and derived rather than directly observed. Effective connectivity is one su... Activation: causal inference, effective connectivity, structural equation modeling, multivariate outcomesVotes: 0GitHub stars: 3
- Causal Emergence Active Inference Perspective LatentsAnalysis of causal emergence in active inference agents using Integrated Information Decomposition, showing how architectural separation of fast perception and slow global latents affects Φᵣ dynamics.Votes: 0GitHub stars: 3
- Bell Theorem Statistical CausalityStatistical causality framework for analyzing Bell's theorem using Pearl-style causal graphs. Combines quantum foundations with statistics theory (math.ST) to systematically decompose locality, realism, and freedom assumptions. Three-perspective methodology: non-local quantum randomness, accessible variable reconstruction, and geometric dimension-dependent CHSH violation. Activation: bell theorem statistical causality, Pearl causal graphs quantum, CHSH inequality analysis, quantum nonlocality...Votes: 0GitHub stars: 3
- Bayesian Sparsity Shared Neural ResponseBayesian sparsity modeling framework for detecting shared neural responses across individuals in fMRI data using intersubject correlation (ISC) analysis. Activation: Naturalistic fMRI analysis, Movie-watching studies.Votes: 0GitHub stars: 3
- Bayesian Model Selection Bb PlotBayesian model selection using Bayes factors and BB (Bayes factor-Bayes factor) plot diagnostics for validating model comparison and estimating background distributions. Based on arXiv:2605.10333.Votes: 0GitHub stars: 3
- Bayesian Ip3r Missed Event ModelingBayesian modeling methodology for ion channel gating with missed event correction. Uses Hierarchical Markov chains integrated with missed event correction directly in the likelihood function for accurate IP3R parameter inference. Triggers: ip3r modeling, calcium channel gating, bayesian missed event, hierarchical markov chain, patch clamp analysis, ion channel inference, 离子通道贝叶斯建模.Votes: 0GitHub stars: 3
- Bayesian Dynamical Haptic Temporal OrderBayesian dynamical framework for modeling time-order effects in haptic perception with temporal integration. Activation: brain model, neural scaling, multimodal brain, fMRI, EEG, neural encoding.Votes: 0GitHub stars: 3
- Arxiv 2609 03705v1 Federated Causal Discovery Via Regression Directed**arXiv ID:** 2609.03705v1 **Authors:** Pablo Torrijos, Fabio Stella, José A. Gámez, José M. Puerta **URL:** http://arxiv.org/abs/2609.03705v1 **Utility Score:** 1.00Votes: 0GitHub stars: 3
- Arxiv 2608 18709v1 A Critical Synthesis Of Uncertainty Quantification**arXiv ID:** 2608.18709v1 **Authors:** Steven Landgraf, Joceline Hinz, Markus Ulrich **URL:** http://arxiv.org/abs/2608.18709v1 **Utility Score:** 1.00Votes: 0GitHub stars: 3
- Zero Memory Quantum Dot ReservoirGeometric approach to zero-memory quantum dot reservoir computing - engineers memory capacity extrinsically in memoryless systems via spatial degrees of freedom exploiting computational space-time tradeoff.Votes: 0GitHub stars: 3
- Witness Expansion Quantum Resource DetectionWitness Expansion framework for detecting quantum resources in mixed states using polynomial criteriaVotes: 0GitHub stars: 3
- Vqe Active Space BenchmarkingSystematic benchmarking methodology for evaluating active space selection strategies in VQE pipelines for quantum drug discovery. Use when benchmarking VQE ansatz choices, designing quantum chemistry validation workflows, or evaluating active space-driven molecular simulation on NISQ hardware. Covers UCCSD, HEA ansatz evaluation, chemically-motivated active space criteria, and QPU execution benchmarking for drug-like molecules (lovastatin, oseltamivir, morphine). Activation: vqe active space,...Votes: 0GitHub stars: 3
- Vf Qctrl Llm Quantum ControlPhysics-informed LLM framework for general quantum control combining symbolic reasoning with optimization. Covers analytic control ansätze generation, parameter refinement through feedback, QCTRL-BENCH benchmark design, inference-time scaling, and pulse resolution scaling.Votes: 0GitHub stars: 3