Quantum Machine Learning

659 papers from Crossref

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 97-108 of 659

Efficient quantum algorithm for the design of complex materials: quantum circuit learning

Sota Osaki, Kazuki Hoshitani, Makoto Nakamura, Koichi Kimura, Tomoyuki Yamamoto

2026 Crossref Scientific Reports

Efficient variational quantum Korkin-Zolotarev algorithm for solving shortest-vector problems

Xiaokai Hou, Guoqing Zhou, Shan Jin, Yang Li, Wei Huang, Ao Sun, Xiaoting Wang, Bingjie Xu

2026 Crossref Physical Review A

Elucidating the scope and stereochemistry of Diels-Alder reactions of (E)- and (Z)-1,1,1,4,4,4-hexafluoro-2-butene: A combined NMR, quantum-chemical, and X-ray crystallographic study

Mikhail M. Kremlev, Oleksii I. Mushta, Andrii A. Kyrylchuk, Sergii Suikov, Eduard Rusanov, Svitlana Shishkina, Yurii L. Yaguposkii, Sheng Peng, Lee Sprague

2026 Crossref Tetrahedron

Enhanced hybrid quantum classical neural networks with novel encoding techniques for image recognition

Kandula Aditya Sri Krishna Raghav Chowdary, T. Janani

2026 Crossref Applied Soft Computing

Enhanced quantum support vector regression with quantum kernels and virtual sampling for ABX3 perovskite formation energy

Muhamad Akrom, Supriadi Rustad, Hermawan Kresno Dipojono, Ryo Maezono, Hideaki Kasai

2026 Crossref Expert Systems with Applications

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 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-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 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 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 of sections: the pushout of entangled and parameterized quantum information

Hisham Sati, Urs Schreiber

2026 Crossref Quantum Studies: Mathematics and Foundations

Evolutionary Optimization-Based Design of LQG Controllers in Quantum Coherent Feedback

Chunxiang Song, Yanan Liu, Guofeng Zhang, Huadong Mo, Daoyi Dong

2026 Crossref IEEE Transactions on Cybernetics