Quantum Machine Learning

4,009 papers

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 1093-1104 of 4,009

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

QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning

Songxin Qu, Tai-Ping Sun, Yun-Jie Wang, Huan-Yu Liu, Cheng Xue, Xiao-Fan Xu, Han Fang, Yang Yang, Yu-Chun Wu, Guo-Ping Guo, Zhao-Yun Chen

2026 arXiv arXiv preprint

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

QuaRK: A Quantum Reservoir Kernel for Time Series Learning

Abdallah Aaraba, Soumaya Cherkaoui, Ola Ahmad, Shengrui Wang

2026 arXiv arXiv preprint

Qubit-Scalable CVRP via Lagrangian Knapsack Decomposition and Noise-Aware Quantum Execution

Monit Sharma, Hoong Chuin Lau

2026 arXiv arXiv preprint

Qubits and Vacuum Amplitudes

Germán Rodrigo

2026 arXiv arXiv preprint

QuChaTeR: A Hybrid Quantum-Chaotic Temporal Framework for Earthquake Prediction

Emir Kaan Özdemir

2026 arXiv arXiv preprint

Query-Efficient Quantum Approximate Optimization via Graph-Conditioned Trust Regions

Molena Huynh

2026 arXiv arXiv preprint

QuIC: A Training-Free Quantum Graph Embedding from Ideal Analysis to Practical Hardware Evaluation

Luke Miller, Yugyung Lee

2026 arXiv arXiv preprint

QuIKS: Near-Zero Latency Key Supply with Adaptive Buffering for Resource-Efficient Quantum Key Distribution Networks

Yuxin Chen, Zite Xia, Jian Li, Kaiping Xue, Zhonghui Li, Lutong Chen, Ruidong Li

2026 arXiv arXiv preprint

QUIVER: Quantum-Informed Views for Enhanced Representations in Large ML Models

Aritra Bal, Michael Binder, Markus Klute, Benedikt Maier, Michael Spannowsky

2026 arXiv arXiv preprint

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.

2026 Europe PMC J Chem Theory Comput