repoGitHubTrust 82 · PrimaryPublished 1mo agoLive · 1mo ago
FareedKhan-dev/agentic-quantum-computing
End-to-end agentic quantum-ML pipeline: PennyLane GPU quantum-kernel anomaly detection + LangGraph multi-agent system + locally-hosted Qwen3-14B, benchmarked across network-intrusion, LHC physics, and fraud.
Lineage graph
Paper → model → repo connections mined from source citations (Tier-1 exact match).
Why these links exist
Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.
- LinkedLinked via unknownBalancing Expressivity and Learnability in Quantum Kernel Bandit Optimization →
- LinkedLinked via unknownQuantum vs. Classical Machine Learning: A Unified Empirical Comparison →
- PossiblePossibly related (embedding) · 46%Q-GAIN: A Python Package for Machine Learning and Physically Informed Analysis Applications →
- PossiblePossibly related (embedding) · 54%QFedAgent: Quantum-Enhanced Personalized Federated Learning for Multi-Agent Activity Recognition →
Covers (incoming)
newsAlibaba's model never trained as an agent — and improved agent performance across seven benchmarksnewsQwen3.6-27B: NVFP4/FP8 agent loops vs flawless BF16. Config or quant issue?newsQpiAI Open-Sources Its Quantum SDK To Broaden Access To Quantum Software Development - SMBtechnewsScientists’ Side Hustle? Using AI and Quantum Computing to Generate New PeptidesnewsNvidia Releases Open-Source AI Module for Quantum Error Correction - ForkLognewsBloq Quantum Partners With MIUUL to Expand Quantum Machine Learning Training in Turkey - The Quantum InsidernewsBloq Quantum Partners with MIUUL to Expand Quantum Machine Learning in Turkey - Quantum Computing ReportnewsPennyLane is an open-source quantum software platform for quantumnewsQuantinuum and SoftBank Corp. Publish Joint White Paper on Scaling Practical Quantum Computing Use Cases Toward the Fault-Tolerant Era - AiThoritynews76 Quantum Theorems Completed By AI In New Lean 4 Benchmarks - Quantum ZeitgeistnewsWISER and E.ON Benchmark Quantum Machine Learning for Smart Grid Energy Forecasting - Quantum Computing ReportnewsQuantum Sensing Leverages ML To Track Three-Level System Phase - Quantum Zeitgeist
Implements (incoming)
paperParameter-Efficient Continuous-Variable Photonic Quantum Neural Networks for Edge Quantum AI: Demonstration in Oral Cancer DetectionpaperBridging the NISQ and Fault-Tolerant Regimes: Generative-ML-Assisted Quantum Selected CI for Molecular SimulationspaperBeyond the Expressivity-Trainability Paradox: A Dynamical Lie Algebra Perspective on Navigating Barren Plateaus in Quantum Machine LearningpaperBalancing Expressivity and Learnability in Quantum Kernel Bandit OptimizationpaperQuantum vs. Classical Machine Learning: A Unified Empirical ComparisonpaperQ-GAIN: A Python Package for Machine Learning and Physically Informed Analysis ApplicationspaperQFedAgent: Quantum-Enhanced Personalized Federated Learning for Multi-Agent Activity RecognitionpaperRouting Anonymity and Identifiability of Noisy Quantum HardwarepaperQuantum Spectral Anomaly DetectionpaperProvable learning separation for predicting time-evolution of quantum many-body systemspaperInput-Aware Dynamic Backdoor Attack Against Quantum Neural Networks
Related across the graph
paperProvable learning separation for predicting time-evolution of quantum many-body systemspaperBridging the NISQ and Fault-Tolerant Regimes: Generative-ML-Assisted Quantum Selected CI for Molecular SimulationspaperQuantum Spectral Anomaly DetectionpaperParameter-Efficient Continuous-Variable Photonic Quantum Neural Networks for Edge Quantum AI: Demonstration in Oral Cancer DetectionnewsWISER and E.ON Benchmark Quantum Machine Learning for Smart Grid Energy Forecasting - Quantum Computing ReportnewsScientists’ Side Hustle? Using AI and Quantum Computing to Generate New Peptidesnews76 Quantum Theorems Completed By AI In New Lean 4 Benchmarks - Quantum ZeitgeistpaperQuantum vs. Classical Machine Learning: A Unified Empirical ComparisonpaperBalancing Expressivity and Learnability in Quantum Kernel Bandit OptimizationnewsQpiAI Open-Sources Its Quantum SDK To Broaden Access To Quantum Software Development - SMBtechnewsQuantinuum and SoftBank Corp. Publish Joint White Paper on Scaling Practical Quantum Computing Use Cases Toward the Fault-Tolerant Era - AiThoritynewsQuantum Sensing Leverages ML To Track Three-Level System Phase - Quantum ZeitgeistnewsNvidia Releases Open-Source AI Module for Quantum Error Correction - ForkLogpaperBeyond the Expressivity-Trainability Paradox: A Dynamical Lie Algebra Perspective on Navigating Barren Plateaus in Quantum Machine LearningnewsPennyLane is an open-source quantum software platform for quantumnewsAlibaba's model never trained as an agent — and improved agent performance across seven benchmarksnewsBloq Quantum Partners with MIUUL to Expand Quantum Machine Learning in Turkey - Quantum Computing ReportnewsBloq Quantum Partners With MIUUL to Expand Quantum Machine Learning Training in Turkey - The Quantum InsiderpaperQ-GAIN: A Python Package for Machine Learning and Physically Informed Analysis ApplicationspaperQFedAgent: Quantum-Enhanced Personalized Federated Learning for Multi-Agent Activity RecognitionnewsQwen3.6-27B: NVFP4/FP8 agent loops vs flawless BF16. Config or quant issue?paperRouting Anonymity and Identifiability of Noisy Quantum HardwarepaperInput-Aware Dynamic Backdoor Attack Against Quantum Neural Networks