Quantum Machine Learning

285 papers from PubMed

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 169-180 of 285

Quantum-inspired entanglement between collaborating brains during human memory encoding.

Yang X, Jiang Y, Zhou Q, Pei K, Guo C, Zhang P

2026 PubMed Proceedings of the National Academy of Sciences of the United States of America

Quantum-inspired optimization for current stress reduction in DAB converters for ultra-fast EV charging.

Mateen S, Haque A, Khan MA, Ebel T, Mehfuz S

2026 PubMed Scientific reports

Quantum-Transport Informed Machine Learning for Identifying Tobacco-Induced Regioisomeric DNA Adducts.

Maurya D, Mittal S, Chatterjee D, Pathak B

2026 PubMed Analytical chemistry

QuantumNeuroXAI: a quantum-inspired deep learning framework with explainability for brain signal analysis and neurological disorder detection.

Gayathri T, Manjula G, Kenchannavar HH, Sudha D, Jankatti SK, Kaur R, Venkateswarlu B

2026 PubMed Scientific reports

QuantumXCT: Learning Interaction-Induced State Transformation in Cell-Cell Communication via Quantum Entanglement and Generative Modeling.

Romero S, Gupta S, Chapkin RS, Cai JJ

2026 PubMed ArXiv

Rapid on-site detection of pyrethroids: a class of long-neglected environmental pollutants.

Duan J, Zhao K, Wang Y, Chen Z, Bie H, Li J, Yan J, Wang H, Ding S, Wang X, Chen C

2026 PubMed Journal of hazardous materials

Rapid Prediction of Hot-Carrier Relaxation by Learning of Nonadiabatic Hamiltonians with Graph Neural Networks.

Meng K, Lu H, Xu X, Prezhdo OV, Long R

2026 PubMed Journal of chemical theory and computation

Rapid structural characterization of tobacco hemicellulose via non-uniform sampling accelerated 2D HSQC NMR.

Zhou A, Wang C, Wu J, Zhu L, Ma M, Hao J, Liu Z, Xuan S, Ge S, Yang J

2026 PubMed Carbohydrate research

Reaction Discovery Involving Digital co-Expert with a Practical Application in Atom-Economic Cycloaddition.

Kolomoets NI, Boiko DA, Romashov LV, Kozlov KS, Gordeev EG, Galushko AS, Ananikov VP

2026 PubMed Angewandte Chemie (International ed. in English)

Recent advances in sex-specific reproductive microphysiological systems for the systematic evaluation of assisted reproductive technology.

Jeong M, Park K, Jung D, Shin S, Lee J, Ko J, Bang S, Ahn J

2026 PubMed Materials today. Bio

Recent progress in electron energy loss spectroscopy with concurrent spatial and momentum resolution.

Song L, Mao R, Gao P

2026 PubMed Microscopy (Oxford, England)

Regulatory Frameworks for the Integration of Quantum Computing in Pharmaceutical R&D: Implications for Drug Development and Compliance Monitoring.

Nayan S, Chauhan SB, Singh I, Jain C

2026 PubMed Current pharmaceutical design