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.

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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
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