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 433-444 of 4,297

Efficient learning of logical noise from syndrome data

Han Zheng, Chia-Tung Chu, Senrui Chen, Argyris Giannisis Manes, Su-un Lee, Sisi Zhou, Liang Jiang

2026 arXiv arXiv preprint

Efficient Mutation Testing of Quantum Machine Learning Models

Emma Andrews, Prabhat Mishra

2026 arXiv arXiv preprint

Efficient Prediction of Transition-Metal NMR Chemical Shifts Using Machine Learning: Do Two-Dimensional Descriptors Suffice?

Isaev YI, Kovalev AE, Ksenofontov AA, Makarov DM, Khodov IA

2026 PubMed Journal of chemical information and modeling

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 quantum machine learning with inverse-probability algebraic corrections

Jaemin Seo

2026 arXiv arXiv preprint

Efficient State Preparation for Quantum Machine Learning

Chris Nakhl, Maxwell West, Muhammad Usman

2026 arXiv arXiv preprint

Efficient time-series prediction on NISQ devices via time-delayed quantum extreme learning machine

Mio Kawanabe, Saud Cindrak, Kathy Luedge, Jun-ichi Shirakashi, Tetsuo Shibuya, Hiroshi Imai

2026 arXiv arXiv preprint

Efficient training of photonic quantum generative models

Felix Gottlieb, Rawad Mezher, Brian Ventura, Shane Mansfield, Alexia Salavrakos

2026 arXiv arXiv preprint

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

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