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.

Showing 325-336 of 4,297

Corrigendum to “Distributed quantum computing: A survey” [Computer Networks Volume 254 December 2024 110672]

Marcello Caleffi, Michele Amoretti, Davide Ferrari, Jessica Illiano, Antonio Manzalini, Angela Sara Cacciapuoti

2026 Crossref Computer Networks

Corrigendum to “Mechanism-aware analysis of Cu-doped CoCr2O4 via machine learning and quantum-inspired electrochemical methods” [J. Energy Storage 154 (2026) 121212]

Ming-Kang Ho, Shih-Lung Yu, Yi-En Wu, Wei-Che Lo, Tsu-En Hsu, Hai Yen Thi Nguyen, K. Manjunatha, H. Nagabhushana, Meng-Chu Chen, Sheng Yun Wu

2026 Crossref Journal of Energy Storage

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)

Covert Blockwise Coding with Sequential Detection over Thermal-Loss Bosonic Channels

Qipeng Qian, Yuntao Qian

2026 arXiv arXiv preprint

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