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 193-204 of 4,297

Attention in Krylov Space

Zihao Qi, Christopher Earls

2026 arXiv arXiv preprint

Attention-based optimizer for symmetry finding

Shreya Banerjee, Vinodh Raj Rajagopal Muthu, Charlie Nation, Rick P. A. Simon, Francesco Martini, Alessandro Ricottone, Federico Cerisola, Luca Dellantonio

2026 arXiv arXiv preprint

Attention-Like Hebbian Learning from Quantum Probability Flow and Quantum-Annealer Tests

Masayuki Ohzeki

2026 arXiv arXiv preprint

Augmenting Large Language Models for Automated Discovery of F-Element Extractants.

Zhang B, Summers TJ, Augustine LJ, Taylor MG, Geist A, Li R, Batista ER, Perez D, Yang P, Schrier J

2026 PubMed Journal of the American Chemical Society

Author Correction: Contextual quantum metrology

Jeongwoo Jae, Jiwon Lee, M. S. Kim, Kwang-Geol Lee, Jinhyoung Lee

2026 Crossref npj Quantum Information

Auto Quantum Machine Learning for Multisource Classification

Tomasz Rybotycki, Sebastian Dziura, Piotr Gawron

2026 arXiv arXiv preprint

Automated Unitary Coupled Cluster Circuit Design via Differentiable Quantum Architecture Search

Jianpeng Chen, Zirui Sheng, Cunxi Gong, Weitang Li

2026 arXiv arXiv preprint

Autonomous closed-loop framework for reproducible perovskite solar cells.

Gao D, Lu S, Zhang C, Wang N, Yu Z, Sun X, Martin R, Vanin F, Qian L, Long N, Lüer L, Li B, Stolterfoht M, Hou J, Yin J, Lin YH, Lu H, Li N, Gasparini N, Brabec CJ, Stranks SD, Zeng XC, Zhu Z

2026 PubMed Nature

Autonomous Optical Alignment of Satellite-Based Entanglement Sources using Reinforcement Learning

Andrzej Gajewski, Robert Okuła, Marcin Pawłowski, Akshata Shenoy H

2026 arXiv arXiv preprint

AutoQResearch: LLM-Guided Closed-Loop Policy Search for Adaptive Variational Quantum Optimization

Monit Sharma, Hoong Chuin Lau

2026 arXiv arXiv preprint

Backdoor Threats in Variational Quantum Circuits: Taxonomy, Attacks, and Defenses

Lei Jiang, Fan Chen

2026 arXiv arXiv preprint

BARFI-Q: Quantum-Enhanced Block Attention Residual Fusion Framework for Multivariate Time-Series Forecasting in Atom Interferometry

Muhammad Bilal Akram Dastagir, Omer Tariq, Safaa Alqrinawi, Shaikha Al-Naimi, Ahmed Farouk, Saif Al-Kuwari

2026 arXiv arXiv preprint

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