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 49-60 of 3,957

A PAC-Bayesian approach to generalization for quantum models

Pablo Rodriguez-Grasa, Matthias C. Caro, Jens Eisert, Elies Gil-Fuster, Franz J. Schreiber, Carlos Bravo-Prieto

2026 arXiv arXiv preprint

A Perfectly Distributable Quantum-Classical Algorithm for Estimating Triangular Balance in a Signed Edge Stream

Steven Kordonowy, Bibhas Adhikari, Hannes Leipold

2026 arXiv arXiv preprint

A physics-based framework for remote sensing inversion of fluorescent dissolved organic matter: incorporating fluorescence as an inelastic source term.

Zhang R, Deng R, Ying J

2026 PubMed Water research

A Physics-Informed Neuro-Fuzzy Framework for Quantum Error Attribution

Marwa R. Hassan, Naima Kaabouch

2026 arXiv arXiv preprint

A Polarization-Sensitive ReS(2)/Si Junction Field-Effect Synaptic Transistor for Biometric Authentication and Imaging Applications.

Chai J, Yuan R, Chen A, Xu X, Lu J, Zhang X, Sun J, Qiao B, Zou L, Feng P, Duan S, Hu H, He X, Xue F, Zhou F, Li L, Bodepudi SC, Yu B, Xu Y

2026 PubMed ACS applied materials & interfaces

A precision inhibitor screening strategy from complex herbal medicine for hyaluronidase based on carbon quantum dot sensing and targeted capture technology

Mei Wang, Hui Yuan, Xinmin He, Lingling Yang, Zhigang Yang, Tao Gao, Weibiao Wang, Fen Ma, Weiman Zhang, Gidion Wilson Mening' oo, Yuping Sa, Xiaofei Chen, Guoning Chen, Xueqin Ma

2026 Crossref Microchemical Journal

A prediction framework for the state of health of an electric vehicle battery pack.

Wang FK, Kebede GA

2026 PubMed ISA transactions

A QKD-assisted quantum secure onion routing protocol

Qian Fang, Run-hua Shi, Jiang-Yuan Lian, kunchang li

2026 Crossref Physica Scripta

A QPINN Framework with Quantum Trainable Embeddings for the Lid-Driven Cavity Problem

Nahid Binandeh Dehaghani, Ban Q. Tran, Susan Mengel, Rafal Wisniewski, A. Pedro Aguiar

2026 arXiv arXiv preprint

A quantum computing approach for brain tumor image classification using amplitude encoding technique

Maheswari K.P., Kalaiselvi Thiruvenkadam, P. Sriramakrishnan

2026 OpenAlex Discover Quantum Science

A Quantum Edge Federated Graph Transformer for Generative and Causal Digital Twin Healthcare

Naga Sai Ram Narne, Gangadhara Rao Kancharla

2026 Crossref Engineering, Technology & Applied Science Research

A quantum group decision-making model for patient-capital project selection integrating cumulative prospect theory under linear Diophantine fuzzy uncertainty

Wen Li, Fanfan Mu, Zhiliang Ren, Obaid Ur Rehman

2026 Crossref Engineering Applications of Artificial Intelligence