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 133-144 of 4,265

Advancing density functional tight-binding method for large organic molecules through equivariant neural networks.

Medrano Sandonas L, Puleva M, Erarslan Z, Parra Payano R, Stöhr M, Cuniberti G, Tkatchenko A

2026 PubMed Physical chemistry chemical physics : PCCP

Advancing genomics and integration of multi-omics for precision oncology using quantum machine learning.

Sung JY, Cheong JH

2026 PubMed NPJ digital medicine

Advancing hybrid quantum neural network for alternating current optimal power flow

Ze Hu, Ziqing Zhu, Linghua Zhu, Xiang Wei, Siqi Bu, Ka Wing Chan

2026 Crossref Applied Energy

Advancing metal organic frameworks screening and remediation condition optimization for removing persistent organic pollutant via integrated machine learning and theoretical calculation insights.

Wei Z, Jing S, Lü XF, Wang W, Mele G, Yuan K, Ni W, Jiang ZY, Guo Y

2026 PubMed Journal of colloid and interface science

Advancing quantum machine learning from conceptual design to practical use

Sivarama Prasad Tera, Ravikumar Chinthaginjala, Xin Zhao, Monia Hamdi

2026 Crossref Expert Systems with Applications

Advantage with quantum reservoir computing in medical insurance and health data analysis

Muhsin Tamturk, Eran Ginossar, Marco Carenzo

2026 Crossref Quantum Machine Intelligence

Adversarial Learning Game for Intrusion Detection in Quantum Key Distribution

Noureldin Mohamed, Saif Al-Kuwari

2026 arXiv arXiv preprint

Adversarial quantum teleportation

Nehad AttaElmanan AbdElrahim Mabrouk, Barry C Sanders

2026 arXiv arXiv preprint

Agentic multi-fidelity learning of quasiparticle and excitonic properties

Arnab Neogi, Aaron Forde, Christopher A. Lane, Sergei Tretiak, Jian-Xin Zhu

2026 arXiv arXiv preprint

AI Agents for Variational Quantum Circuit Design

Marco Knipfer, Alexander Roman, Konstantin T. Matchev, Katia Matcheva, Sergei Gleyzer

2026 arXiv arXiv preprint

AI digital-twin ecosystem translating gut-microbiome-neuroimmune signals into precision sleep-mood interventions.

Yu X, Fan L, Fan S, Li H

2026 PubMed Frontiers in psychiatry

AI driven quantum machine learning for predictive healthcare analytics

Lakshita Aggarwal, Puneet Goswami

2026 Crossref Biomedical Signal Processing and Control