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 613-624 of 4,265

Hodge Spectral Surrogates for Topology-Constrained Optimization

Satoshi Kanno, Yoshi-aki Shimada

2026 arXiv arXiv preprint

Host-guest assisted carbon quantum dots/WS(2) photoelectrochemical solution-gated graphene field-effect transistor for diquat detection.

Wang H, Zhang Y, Xu N, Wu J, Nie P, Zhang X, Chang L, Xie J

2026 PubMed Food chemistry

How Embeddings Shape Graph Neural Networks: Classical vs Quantum-Oriented Node Representations

Nouhaila Innan, Antonello Rosato, Alberto Marchisio, Muhammad Shafique

2026 arXiv arXiv preprint

How Hard Is Quantum Advantage? A Cloud Microphysics Stress Test for Variational Quantum Models

Felix Herbort, Ellen Sarauer, Daniel Ohl de Mello, Paul Christiansen, Steffen Hien, Cedric Brügmann, Dieter Jaksch, Veronika Eyring, Martin Kiffner, Mierk Schwabe

2026 arXiv arXiv preprint

How Much Reconstruction Does Quantum Machine Learning Need? Late Fusion of Independently Trained Quantum Subcircuits

Prabhjot Singh, Adel N. Toosi, Rajkumar Buyya

2026 arXiv arXiv preprint

How Quantum Circuits Actually Learn: A Causal Identification of Genuine Quantum Contributions

Cyrille Yetuyetu Kesiku, Begonya Garcia-Zapirain

2026 arXiv arXiv preprint

How Quantum Is the Advantage? A Fair, Calibration- and Noise-Aware Benchmark and Attribution Audit of Quantum Machine Learning for Network Intrusion Detection

Syeda Anshrah Gillani, Mirza Samad Ahmed Baig, Shahid Munir Shah, Asher Ali, Hamzah Siddiqui

2026 arXiv arXiv preprint

How to Accurately Predict the Fluorescent Property of Multiresonance TADF: Density Functional Theory or Machine Learning?

Zhao Y

2026 PubMed The journal of physical chemistry. A

HQML-NLP: A hybrid quantum machine learning framework for scholarly AI-text detection

Layth Rafea Hazim, Oguz Ata

2026 Crossref Applied Soft Computing

HQTN-SER: Speech Emotion Recognition with Hybrid Quantum Tensor Networks

Mahad Mohtashim, Nouhaila Innan, Muhammad Shafique

2026 arXiv arXiv preprint

Human in the loop artificial intelligence in healthcare: applications, outcomes, and implementation challenges.

Olawade DB, Plabon SB, Ojo A, Ogunbona MA, Makanjuola BD, Olasilola OR

2026 PubMed International journal of medical informatics

Hybrid analytical-machine learning investigation of thermoelastic heat transfer and quantum carrier transport in laser-irradiated semiconductor media under magnetic field effects

Zainab M.H. El-Qahtani, Maryam Al Huwayz, Muneerah Alomar, Amita Soni, Najla M. Aloraini, Sayed Abdel-Khalek

2026 Crossref International Communications in Heat and Mass Transfer

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