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.

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All sources 4265 arXiv preprints 2814 Crossref 705 OpenAlex 30 Europe PMC 290 PubMed 338 DOAJ 88

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Showing 385-396 of 4,265

Direct Variational Calculation of Two-Electron Reduced Density Matrices via Semidefinite Machine Learning

Luis H. Delgado-Granados, David A. Mazziotti

2026 arXiv arXiv preprint

Discovering Data Encoding Strategies for Quantum-Classical Neural Networks Using Monte Carlo Tree Search

Lena Tokuhiro, Amine Bentellis, Jeanette Miriam Lorenz

2026 arXiv arXiv preprint

Discovering potential of a novel ascorbate-zinc-nicotinate triple chelate complex for fermented milk fortification application.

Blinov A, Pirogov M, Momot E, Rekhman Z, Samovolov A, Golik A, Askerova A, Serov AM, Tatov A, Golik D, Kastarnova E, Govindarajan RK, Prathiviraj R, Osadchii A, Nagdalian A

2026 PubMed Food chemistry

Discovering quantum phenomena with Interpretable Machine Learning

Paulin de Schoulepnikoff, Hendrik Poulsen Nautrup, Hans J. Briegel, Gorka Muñoz-Gil

2026 arXiv arXiv preprint

Disentangling Nitrate Formation and Sources over East Asia and North America via Computational Quantum Chemistry-Guided Isotope Tracing Method.

Dong J, Yan Y, Peng L, Qiu X, Li J, Yue K, Niu Y, Duan X, Yang S, Dong Y, Lyu X, Wu J, Li Z

2026 PubMed Environmental science & technology

Dissipative Realization of a Quantum Distance-Based Classifier Using Open Quantum Walks.

Maciel PL, Pleasance G, Petruccione F, Bernardes NK.

2026 Europe PMC Entropy (Basel)

Distance learning from projective measurements as an information-geometric probe of many-body physics

Oleksii Malyshev, Simon M. Linsel, Fabian Grusdt, Annabelle Bohrdt, Eugene Demler, Ivan Morera

2026 arXiv arXiv preprint

Distilling the knowledge with quantum neural networks

Yuxuan Yan, Sitian Qian, Qi Zhao, Xingjian Zhang

2026 arXiv arXiv preprint

Distributed Hyperbolic Floquet Codes under Depolarizing and Erasure Noise

Aygul Azatovna Galimova

2026 arXiv arXiv preprint

Distributed quantum inner product estimation with structured random circuits

Congcong Zheng, Kun Wang, Xutao Yu, Ping Xu, Zaichen Zhang

2026 Crossref npj Quantum Information

DistributedEstimator: Distributed Training of Quantum Neural Networks via Circuit Cutting

Prabhjot Singh, Adel N. Toosi, Rajkumar Buyya

2026 arXiv arXiv preprint

Distribution-Guided and Constrained Quantum Machine Unlearning

Nausherwan Malik, Zubair Khalid, Muhammad Faryad

2026 arXiv arXiv preprint

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