Quantum Machine Learning
290 papers from Europe PMC
Quantum Machine Learning Research Context
This category covers quantum machine learning research, including quantum kernels, variational classifiers, hybrid learning systems, generative models, and QML benchmarks.
Showing 73-84 of 290
Quantum-augmented graph differential geometry enhances accuracy in protein-protein interaction prediction.
Karthick V, Alshammari FS, Jayasimman IP, Besi PR, Akgul A.
Quantum-Enhanced CNN for Multi-Class Retinal Disease Classification from OCT Images
bhatia l, Gupta S, Patel R, Pandey VS.
Quantum-Enhanced Edge Intelligence Leveraging Large Language Models for Immersive Space–Aerial–Ground Communications: Survey, Challenges, and Open Issues
Unknown
Quantum-Enhanced Memory Architectures for Graph-Based AI Systems: A Theoretical Framework with Feasibility Analysis
Balaji A, Brown NB.
Quantum-Inspired and Non-Classical Approaches to Consciousness: Models, Evidence and Constraints
Arias-Carrión O, Ortega-Robles E, Manjarrez E.
Quantum-Inspired Hybrid Bald Eagle-Ukari Algorithm with Reinforcement Learning for cybersecurity optimization in smart aquaculture systems: A novel bio-inspired intrusion detection and prevention framework
Said W, Elbagory M, Altihani FA, Mohamed I, El-Sharkawy M, Alnemari AM, Moghanm FS, Elbaz M.
Quantum-Resilient Federated Learning for Multi-Layer Cyber Anomaly Detection in UAV Systems.
Şahin CB.
Qumode-Based Variational Quantum Eigensolver for Molecular Excited States.
Dutta R, Cianci C, Soudackov AV, Wang Y, Xu C, Mazziotti DA, Santos LF, Batista VS.
Real-Frequency Correlation Functions from Neural Quantum States via Operator Lanczos Approach
Rigo J, Schmitt M.
Sample-efficient quantum error mitigation via classical learning surrogates
Huang H, Liao W, Yan G, Song Y, Tian T, Zhu W, Jiang D, Du Y.
Scalable Quantum Walk–Based Heuristics for the Minimum Vertex Cover Problem
Luiz FS, Iwakami AKF, Moraes DH, Oliveira MC.
Simulation-Based Explainable AI for Quantum Dynamics: Neural Proxies and SHAP for Entanglement Analysis
Nasir MS.