Quantum Machine Learning

4,130 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 421-432 of 4,130

Enhanced Reinforcement Learning-based Process Synthesis via Quantum Computing

Austin Braniff, Fengqi You, Yuhe Tian

2026 arXiv arXiv preprint

Enhancing adversarial robustness of neural networks via quantum computing

Xiangyu Shi, Yunzhe Tian, Yike Li, Weiwei Jiang, Leyu Fu, Xingyu Wu, Xiaoshu Cui, Wenjia Niu

2026 Crossref Future Generation Computer Systems

Enhancing Blood Cells Classification using Hybrid Quantum Neural Networks

Guilherme Cruz, Nouhaila Innan, Alberto Marchisio, Gabriel Falcao, Muhammad Shafique

2026 arXiv arXiv preprint

Enhancing Gaussian process regression-accelerated QM/MM free energy simulations using atomic environment descriptors.

Snyder R, Li D, Ho T, Kim B, Qazi H, Pan X, Shao Y, Pu J

2026 PubMed The Journal of chemical physics

Enhancing prosumer microgrid sustainability and cost efficiency through quantum conditional generative adversarial network based load and weather forecasting

B. Gopinath, S. Karthikeyan, S. Kamalakannan, S. Nithyakalyani

2026 Crossref Applied Energy

Enhancing Quantum Machine Learning with Anyons

Da Zhang, Wen-Qiang Liu, Zhaohui Wei, Zhang-Qi Yin

2026 arXiv arXiv preprint

Enhancing quantum-resistant data privacy in vehicular cloud networks using NIST-qualified FALCON algorithm

Mritunjay Shall Peelam, Brijesh Kumar Chaurasia, Man Mohan Shukla, Vinay Chamola

2026 Crossref Vehicular Communications

Enhancing Small Dataset Classification Using Projected Quantum Kernels with Convolutional Neural Networks

A. M. A. S. D. Alagiyawanna, Asoka Karunananda, A. Mahasinghe, Thushari Silva

2026 arXiv arXiv preprint

Enhancing the scientific exploitation of future gravitational wave experiments through a multi-messenger approach

Florentina-Crenguta Pislan, Laurentiu-Ioan Caramete, Ana Caramete

2026 Crossref Classical and Quantum Gravity

Enhancing Vibronic-Coupling Hamiltonian Parameterization with Machine Learning: The PyVCHAM Tool.

Rodríguez-Cuenca E, Kuleff AI, Vendrell O

2026 PubMed Journal of chemical theory and computation

Enhancing WSN Data Security Using a Randomized Asymmetric Certificateless Arbitrated Quantum Signature Scheme

Ahmed M. Khedr, S. Sheeja Rani, Abo Bakr A. Khedr

2026 Crossref IEEE Sensors Journal

Entanglement is Half the Story: Post-Selection vs. Partial Traces

Gustav J L Jäger, Krzysztof Bieniasz, Martin B Plenio, Hans-Martin Rieser

2026 arXiv arXiv preprint