Quantum Machine Learning

4,297 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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All sources 4297 arXiv preprints 2828 Crossref 713 OpenAlex 30 Europe PMC 290 PubMed 348 DOAJ 88

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Showing 13-24 of 4,297

A Deep-Learning-Boosted Framework for Quantum Sensing with Nitrogen-Vacancy Centers in Diamond

Changyu Yao, Haochen Shen, Zhongyuan Liu, Ruotian Gong, Md Shakil Bin Kashem, Stella Varnum, Liangyu Li, Hangyue Li, Yue Yu, Yizhou Wang, Xiaoshui Lin, Jonathan Brestoff, Chenyang Lu, Shankar Mukherji, Chuanwei Zhang, Chong Zu

2026 arXiv arXiv preprint

A Description of the Quantum Mpemba Effect using the Steepest-Entropy-Ascent Quantum Thermodynamics Framework

Luis Enrique Rocha-Soto, Cesar Eduardo Damian-Ascencio, Adriana Saldaña-Robles, Sergio Cano-Andrade

2026 arXiv arXiv preprint

A Digital Spreading Framework for Quantum Expectation Computation Without Rotation Gates or Arithmetic Circuits

Yu-Ting Kao, Yeong-Jar Chang

2026 arXiv arXiv preprint

A federated deep learning approach for SDN security with quantum optimized feature selection and hybrid MSDC net architecture.

Rohith S, Logeswari G, Tamilarasi K, Sudhakaran G

2026 PubMed Scientific reports

A four-dimensional controllable multi-wing hyperchaotic system: design, nonlinear dynamics analysis, and application to quantum key distribution

Xin Huang, Qun Ding

2026 Crossref EPJ Quantum Technology

A four-player potential game for barren-plateau-aware quantum ansatz design

Rubén Darío Guerrero

2026 arXiv arXiv preprint

A Fully Quantum Algorithm for Image Edge Detection

Fred Sun

2026 arXiv arXiv preprint

A Game Theoretic Approach for Optimizing Quantum Error Budget Distribution

Asif Akhtab Ronggon, Tasnuva Farheen

2026 arXiv arXiv preprint

A general tensor-structured compression scheme for efficient large language models

Ying Lu, Peng-Fei Zhou, Qi-Xuan Fang, Pan Zhang, Shi-Ju Ran, Gang Su

2026 arXiv arXiv preprint

A hardware efficient quantum residual neural network without post-selection

Amena Khatun, Akib Karim, Muhammad Usman

2026 arXiv arXiv preprint

A Hardware-Feasible Quantum Machine Learning Framework for Structure-Based Virtual Screening.

Yang PK.

2026 Europe PMC J Chem Theory Comput

A Hybrid Model with Quantum Feature Map Based on CNN and Vision Transformer for Clinical Support in Diagnosis of Acute Appendicitis.

Ogut Z, Karaduman M, Bozdag PG, Karakose M, Yildirim M.

2026 Europe PMC Biomedicines

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