Quantum Machine Learning

3,957 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 265-276 of 3,957

Corrigendum to “Solving combinatorial optimization and machine learning problems on hybrid near-term quantum photonic computers” [Future Gener. Comput. Syst. 174 (2026) 107934]

Mateusz Slysz, Łukasz Grodzki, Piotr Rydlichowski, Dawid Siera, Krzysztof Kurowski, Grzegorz Waligóra, Jan Węglarz

2026 Crossref Future Generation Computer Systems

Coset Ensemble Decoder for Quantum Error Correction with Algorithm-Hardware Co-Design

Shuang Liang, Jubo Xu, Giulio Bassanino, Qianzhou Wang, Yidong Zhou, Yuncheng Lu, Zhiwen Mo, Paul H. J. Kelly, Bo Yuan, Wayne Luk, Hongxiang Fan

2026 arXiv arXiv preprint

Cost-Effectiveness Analysis of Axillary Management Options at the Time of Contralateral Prophylactic Mastectomy.

Vetter CD, Boughey JC, Johnson JE

2026 PubMed Annals of surgical oncology

Coupling-Grouped XY-QAOA for Joint Anomaly-Feature Selection

Pauli Taipale

2026 arXiv arXiv preprint

Covalent Bond Locking in Semiconducting Oligomers Boosts Ultrabright NIR-II Luminescence for Deep Brain Theranostics.

Li X, Gan H, Zhang C, Gao Y, Zhang J, Su Z, Zhao Q, Feng Z, Zhong J, Wang H, Cen C, Li N, Wang Y, Qiu P, Wang K, Qian J, Li S

2026 PubMed Angewandte Chemie (International ed. in English)

CQH-MPN: A Classical-Quantum Hybrid Prototype Network With Fuzzy Proximity-Based Classification for Early Glaucoma Diagnosis.

Liu W, Shao H, Deng X, Jiang Y

2026 PubMed IEEE journal of biomedical and health informatics

CQNAS: Convolutional quantum hybrid neural network architecture search for image classification

Desheng Kong, Jiaying Jin, Xiangshuo Cui, Jijie Yan, Jiyang Tang, Yulong Fu, Jing Xu, Donglin Wang

2026 Crossref Neurocomputing

CRISPR-initiated exponential amplification on fluorescently-barcoded microspheres for deep learning-assisted multiplexed HPV detection.

Bai T, Qu X, Pan J, Tang Y, Wang L, Zhou P, Hu Z, Guo Z, Zhu Y, Zhang Y

2026 PubMed Biosensors & bioelectronics

Cross-instrument coal quality spectral analysis via a PDS-assisted fine-tuning calibration transfer method.

Gao J, Li J, Yin J, Gao R, Tian Z, Zhao Y, Bai Y, Dong L, Ma W, Zhang L, Yin W, Jia S

2026 PubMed Analytica chimica acta

Cryogenic performance evaluation of commercial SP4T microelectromechanical switch for quantum computing applications.

Lee YB, Devitt C, Zhu X, Yost N, Gu Y, Bhave SA.

2026 Europe PMC Microsyst Nanoeng

Cs <sub>3</sub> Bi <sub>2</sub> Br <sub>9</sub> Quantum Dots‐Driven Photogenerated Bromine Radical Relay Enables Efficient Cleavage of C <i> <sub>α</sub> </i> /C <i> <sub>β</sub> </i> ─O Bonds for Lignin Depolymerization

Houting Wang, Wencai Yang, Ye Wu, Jie Yang, Mingxiang Zhu, Fang Zhang

2026 Crossref Angewandte Chemie International Edition

CTQWformer: A CTQW-based Transformer for Graph Classification

Zhan Li, Wuqing Yu, Yusen Wu, Chuan Wang

2026 arXiv arXiv preprint