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 1129-1140 of 4,009

REGRID-QAOA: A Resource-Efficient Graph-Reduced Hybrid QAOA Framework for Physics-Constrained Power System Islanding

Yuqi Jiang, Yuqi Zhang, Zhiding Liang, Qiang Guan, Yan Li, Ganesh Kumar Venayagamoorthy

2026 arXiv arXiv preprint

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

Reinforcement Learning for Adaptive Composition of Quantum Circuit Optimisation Passes

Daniel Mills, Ifan Williams, Jacob Swain, Gabriel Matos, Enrico Rinaldi, Alexander Koziell-Pipe

2026 arXiv arXiv preprint

Reinforcement Learning for Enhanced Advanced QEC Architecture Decoding

Yidong Zhou, Lingyi Kong, Yifeng Peng, Zhiding Liang

2026 arXiv arXiv preprint

Reinforcement learning for path integrals in quantum statistical physics

Timour Ichmoukhamedov, Dries Sels

2026 arXiv arXiv preprint

Reinforcement Learning for Quantum Technology

Marin Bukov, Florian Marquardt

2026 arXiv arXiv preprint

Reinforcement Learning for Robust Calibration of Multi-Qudit Quantum Gates

Amine Jaouadi, Sahel Ashhab

2026 arXiv arXiv preprint

Reinforcement learning with learned gadgets to tackle hard quantum problems on real hardware

Akash Kundu, Leopoldo Sarra

2026 DOAJ Communications Physics

Reorganizing Quantum Measurement Records Improves Time-Series Prediction

Markus Baumann, Maximilian Zorn, Thomas Gabor, Claudia Linnhoff-Popien, Jonas Stein

2026 arXiv arXiv preprint

Repair Before Veto, When Repair Is Hidden: Quantum-Accessible Features for Repair-Augmented Constraint Learning

Yifan Wang

2026 arXiv arXiv preprint

Replay-buffer engineering for noise-robust quantum circuit optimization

Akash Kundu, Sebastian Feld

2026 arXiv arXiv preprint

Representation-Induced Symmetry Trapping in Adaptive Variational Quantum Simulations of Multi-Reference Topologies

Hermawan Kresno Dipojono

2026 arXiv arXiv preprint
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