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 733-744 of 4,297

Kernel Learning for Regression via Quantum Annealing Based Spectral Sampling

Yasushi Hasegawa, Masayuki Ohzeki

2026 arXiv arXiv preprint

KSSOLV Toolbox: A MATLAB Graphical User Interface for Plane-Wave Density Functional Theory Calculations.

Yang L, Yang J, Hu W

2026 PubMed Journal of chemical theory and computation

Kubernetes-Orchestrated Hybrid Quantum-Classical Workflows

Mar Tejedor, Michele Grossi, Cenk Tüysüz, Ricardo Rocha, Sofia Vallecorsa

2026 arXiv arXiv preprint

Label-Free MicroRNA Diagnostics: From CRISPR Nucleases to Nanomaterial-Enhanced Transducers.

Feng L, Yu P, He N, Zhang Q, Tang Y, Geng J, Lu Q, Song C, Chen F

2026 PubMed ACS synthetic biology

Lagrange: Operating Italy's First Publicly-Accessible Quantum Computer for Research and Education

Paolo Viviani, Fabrizio Bertone, Giacomo Vitali, Emanuele Dri, Federico Stirano, Giuseppe Caragnano, Francesco Lubrano, Antonino Nespola, Olivier Terzo, Matteo Cocuzza, Bartolomeo Montrucchio, Giovanna Turvani, Gianluca Bertaina, Marco Coisson, Davide Calonico, Fabrizio Pirri, Pietro Asinari

2026 arXiv arXiv preprint

Large-Scale Benchmarking of Quantum Neural Network Configurations for Financial Time Series Forecasting

Jack Waller, Xing Liang, Dimitrios Makris, Rajagopal Nilavalan

2026 arXiv arXiv preprint

Large-Scale Efficient Molecule Geometry Optimization with Hybrid Quantum-Classical Computing.

Hao Y, Ding Q, Wang X, Yuan X.

2026 Europe PMC J Chem Theory Comput

Large-Scale Quantum Kernels for Hyperspectral Data Classification

A. Delilbasic, A. Miroszewski, A. Wijata, J. Nalepa, J. Mielczarek, M. Riedel, G. Cavallaro

2026 arXiv arXiv preprint

Late Breaking Results: Hardware-Efficient Quantum Reservoir Computing via Quantized Readout

Param Pathak, Mansi Od, Nouhaila Innan, Muhammad Shafique

2026 arXiv arXiv preprint

Latent-Conditioned Parameterized Quantum Circuits as Universal Approximators for Distributions over Quantum States

Quoc Hoan Tran, Koki Chinzei, Yasuhiro Endo, Hirotaka Oshima

2026 arXiv arXiv preprint

Layer-wise QUBO-Based Training of CNN Classifiers for Quantum Annealing

Mostafa Atallah, Rebekah Herrman

2026 arXiv arXiv preprint

Layered Quantum Architecture Search for 3D Point Cloud Classification

Natacha Kuete Meli, Jovita Lukasik, Vladislav Golyanik, Michael Moeller

2026 arXiv arXiv preprint

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