Quantum Machine Learning

4,009 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 1441-1452 of 4,009

Bridging quantum and classical computing for partial differential equations through multifidelity machine learning

Bruno Jacob, Amanda A. Howard, Panos Stinis

2025 arXiv arXiv preprint

Can Entanglement Measures Predict LOCC Majorization Ordering?  A Machine Learning Study of Two-Qubit Systems

Erol V.

2025 Europe PMC Europe PMC

Capacity and SKR tradeoff in coexisting classical and CV-QKD metropolitan-reach optical links

Cagla Ozkan, Lucas Alves Zischler, Kadir Gumus, Joao dos Reis Frazao, Cristian Antonelli, Chigo Okonkwo

2025 arXiv arXiv preprint

Categorical Framework for Quantum-Resistant Zero-Trust AI Security

I. Cherkaoui, C. Clarke, J. Horgan, I. Dey

2025 arXiv arXiv preprint

Centipedes Leap into the Quantum Realm

Kaytki Chakankar, Xinhui Tang, Yiguo Zhang

2025 arXiv arXiv preprint

Certified Lower Bounds and Efficient Estimation of Minimum Accuracy in Quantum Kernel Methods

Demerson N. Gonçalves, Tharso D. Fernandes, Andrias M. M. Cordeiro, Pedro H. G. Lugao, João T. Dias

2025 arXiv arXiv preprint

Christ and the Quantum: Fundamentals of Theology of Science

Mark Harris

2025 Crossref Studia Philosophiae Christianae

CLAQS: Compact Learnable All-Quantum Token Mixer with Shared-ansatz for Text Classification

Junhao Chen, Yifan Zhou, Hanqi Jiang, Yi Pan, Yiwei Li, Huaqin Zhao, Wei Zhang, Yingfeng Wang, Tianming Liu

2025 arXiv arXiv preprint

Classification using quantum kernels in a radial basis function network

Emily Micklethwaite, Adam Lowe

2025 arXiv arXiv preprint

Closed-Loop Phase-Coherence Compensation for Superconducting Qubits Integrated Computational and Hardware Validation of the Aurora Method

Futoshi Hamanoue

2025 arXiv arXiv preprint

Coalition of explainable artificial intelligence and quantum computing in precision medicine

Soumyadeep Ray, Pronaya Bhattacharya, Ebrahim A. Mattar, Abhishek Mukhopadhyay

2025 DOAJ Computational and Structural Biotechnology Journal

Coherence Fraction in Grover Search Algorithm

Si-Qi Zhou, Hai Jin, Jin-Min Liang, Shao-Ming Fei, Yunlong Xiao, Zhihao Ma

2025 arXiv arXiv preprint