Quantum Machine Learning

4,265 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 313-324 of 4,265

Constructing Diabatic Potential Energy Matrices with Quantum Dynamic Accuracy: A Neural Network Based Δ-Machine Learning Approach.

Hou S, Zhang Z, Xie C

2026 PubMed Journal of chemical theory and computation

Construction of good cyclic codes and quantum error correcting codes using reversed Dickson polynomials

Varsha Tiwari, Pramod Kumar Kewat

2026 Crossref Discrete Mathematics

Contractive unitary and classical shadow tomography

Yadong Wu, Ce Wang, Juan Yao, Hui Zhai, Yi-Zhuang You, Pengfei Zhang

2026 Crossref npj Quantum Information

Control-Plane Openness in Near-Term Quantum Computing: A Survey of Vendor Stacks and Field Implications

Rylan Malarchick

2026 arXiv arXiv preprint

Controllable Quantum Memory Capacity in Quantum Reservoir Networks with Tunable partial-SWAPs

Erik L. Connerty, Ethan N. Evans

2026 arXiv arXiv preprint

Convergence and efficiency proof of quantum imaginary time evolution for bounded order systems

Tobias Hartung, Karl Jansen

2026 arXiv arXiv preprint

Convergence of multiplexed immunosensors, nanotechnology, and AI for early pancreatic cancer diagnosis.

Abuhassan Q, Mutee AF, Shareef A, Pate PN, Jyothi SR, Singh G, Maharana L, Arora V, Polatova D, Sameer HN, Yaseen A, Athab ZH, Adil M

2026 PubMed Clinica chimica acta; international journal of clinical chemistry

Correction: Quantum-inspired fused explainable deep learning framework for early enamel caries classification in intraoral photographs.

Khurshid Z, Habib Z, Schwendicke F, Osathanon T

2026 PubMed Odontology

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