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 433-444 of 4,265

Efficient Transpilation of OpenQASM 3.0 Dynamic Circuits to CUDA-Q: Performance and Expressiveness Advantages

Vinooth Kulkarni, Jaehyun Lee, Adam Hutchings, Anas Albahri, Jai Nana, Shuai Xu, Vipin Chaudhary

2026 arXiv arXiv preprint

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

Electrically Tunable WSe(2)/α-In(2)Se(3) van der Waals Ferroelectric Heterostructure for Reconfigurable Photodetection and Neuromorphic Computing.

Chen H, Ning Y, Chen Y, Yan J, Chen J, Liu L, Long Y, Zhang S, Liu K, Chen M, Zhao J, Si M, Zhang X, Zhang Y, Xiang D, Wang L

2026 PubMed ACS applied materials & interfaces

Eliminating Vendor Lock-In in Quantum Machine Learning via Framework-Agnostic Neural Networks

Poornima Kumaresan, Shwetha Singaravelu, Lakshmi Rajendran, Santhosh Sivasubramani

2026 arXiv arXiv preprint

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

Ember: An Extensible Benchmark Suite for Quantum Annealing Embedding Algorithms

Zachary Macaskill-Smith, Unmol Sharma, Melissa Warner, Kálmán Varga, David A. B. Hyde

2026 arXiv arXiv preprint

Emergent Cooperation in Quantum Multi-Agent Reinforcement Learning Using Communication

Michael Kölle, Christian Reff, Leo Sünkel, Julian Hager, Gerhard Stenzel, Claudia Linnhoff-Popien

2026 arXiv arXiv preprint

Emerging haemostatic sprays: From material design to clinical translation.

Nepal A, Tran H, Nguyen NT, Ta HT

2026 PubMed Biomaterials advances

Empirical Evaluation of Quantum Kernel Learning for Sector Rotation Prediction: Using Fama–French 10 Industry Portfolios

Nakajima T.

2026 Europe PMC Europe PMC

Empirical Falsification of Pairwise-Only Explanations for an Engineered Parity Benchmark on a 133-Qubit Superconducting Processor

Petr Sramek

2026 arXiv arXiv preprint

Empirical Study of Observable Sets in Multiclass Quantum Classification

Paul San Sebastian, Mikel Cañizo, Roman Orus

2026 arXiv arXiv preprint

Emulation of Optically Interconnected Quantum Data Centers Topologies for Cost-Fidelity Benchmarking

Seyed Navid Elyasi, Seyed Morteza Ahmadian, Rui Lin, Paolo Monti

2026 arXiv arXiv preprint