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 877-888 of 4,297

Multi-objective optimization and quantum hybridization of equivariant deep learning interatomic potentials on organic and inorganic compounds

G. Laskaris, D. Morozov, D. Tarpanov, A. Seth, J. Procelewska, G. Sai Gautam, A. Sagingalieva, R. Brasher, A. Melnikov

2026 arXiv arXiv preprint

Multi-objective quantum differential evolution with Kolmogorov–Arnold network surrogate modeling for plate-fin heat exchanger design

Viviana Cocco Mariani, Carlos Augusto Richter do Nascimento, Leandro dos Santos Coelho

2026 Crossref Applied Thermal Engineering

Multi-omics network pharmacology and computational validation reveal amodiaquine and desethylamodiaquine as apoptosis-regulating multi-target candidates in colon adenocarcinoma.

Kurmi SPC, Fayek FH, Mishra VK, Nagaraja S, Kn A, Thapa S, Kurmi SK, Gupta RK

2026 PubMed Computational biology and chemistry

Multi-Qubit Dyadic Phase Fixing for Fault-Tolerant Quantum Compilation

Justin Kalloor, Mathias Weiden, Ed Younis, John Kubiatowicz, Costin Iancu

2026 arXiv arXiv preprint

Multi-scale investigation of SSBA-15/sulfonated polysulfone composites for fuel cells: Integrating machine learning predictions and quantum chemical validation

N.V. Prabhu

2026 Crossref Next Energy

Multi-scale reconstruction of single-ion damage tracks in diamond via nitrogen-vacancy centers

Daniel G. Ang, Jiashen Tang, Maximilian Shen, Michael Titze, Gavishta Liyanage, Jordan Chapman, Chinmay Bharathulwar, Andrew T. Gilpin, Tanguy Terlier, Edward S. Bielejec, Vsevolod Ivanov, Ronald L. Walsworth

2026 arXiv arXiv preprint

Multi-Shot Quantum Sensing for RF Signal Detection with MIMO Rydberg-Atom Receivers

Saman Atapattu, Harini Hapuarachchi, Nathan Ross

2026 arXiv arXiv preprint

Multi-Stage Mamba-Based Architecture for Fast and Scalable Superconducting Qubit Readout

Luca Otting, Xiaorang Guo, Emmanouil Giortamis, Benjamin Lienhard, Pramod Bhatotia, Martin Schulz

2026 arXiv arXiv preprint

Multicenter peritumoral radiomics in oncology: advances, challenges, and future directions.

Li J, Wei J, Pan R, Ma D, Xie Z, Gao Z

2026 PubMed Radiation oncology (London, England)

Multidimensional Symmetry Engineering of Metasurfaces for Circular Dichroism and Advanced Photonics.

Chen R, Jiang S, Zhang X, Yang W, Xie Z, Lin Y, Zhu Y, Liu J, Zhu W, Jiang W, Liu S, Xiong B, Yan Y, Cai B, Gu Z, Yang S, Zhang N, Liang C

2026 PubMed Advanced materials (Deerfield Beach, Fla.)

Multimodal Phase-Space Dynamics Fusion for Robust Ischemia Screening: An Edge-AI Paradigm with SERF Magnetocardiography

Keyi Li, Xiangyang Zhou, Yifan Jia, Ruizhe Wang, Yidi Cao, Jiaojiao Pang, Rui Shang, Yadan Zhang, Yangyang Cui, Dong Xu, Min Xiang

2026 DOAJ Biosensors

Multimodal Ultrasound/Optical Method for Basal Cell Carcinoma Recognition Using Machine Learning

Isabella A. Serebryakova, Yuriy I. Surkov, Elina A. Genina, Yana K. Kuzinova, Olga M. Konopatskova, Valery V. Tuchin

2026 Crossref IEEE Journal of Selected Topics in Quantum Electronics