Quantum Machine Learning

4,297 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.

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All sources 4297 arXiv preprints 2828 Crossref 713 OpenAlex 30 Europe PMC 290 PubMed 348 DOAJ 88

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Showing 445-456 of 4,297

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

Encoding Numerical Data for Generative Quantum Machine Learning

Michael Krebsbach, Florentin Reiter, Thomas Wellens, Hagen-Henrik Kowalski, Ali Abedi

2026 arXiv arXiv preprint

Encrypted clones can leak: Classification of informative subsets in Quantum Encrypted Cloning

Gabriele Gianini, Omar Hasan, Corrrado Mio, Stelvio Cimato, Ernesto Damiani

2026 arXiv arXiv preprint

End-to-End PDE-Based Quantum Algorithms for Multi-Asset Option Pricing under Local and Stochastic Volatility

Nikita Guseynov, Nana Liu, Chi Seng Pun, Tushar Vaidya

2026 arXiv arXiv preprint

End-to-End QGAN-Based Image Synthesis via Neural Noise Encoding and Intensity Calibration

Xue Yang, Rigui Zhou, Shizheng Jia, Dax Enshan Koh, Siong Thye Goh, Yaochong Li, Hongyu Chen, Fuhui Xiong

2026 arXiv arXiv preprint

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