Quantum Machine Learning

3,957 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.

Showing 661-672 of 3,957

Metriq: A Collaborative Platform for Benchmarking Quantum Computers

Alessandro Cosentino, Changhao Li, Vincent Russo, Bradley A. Chase, Tom Lubinski, Siyuan Niu, Neer Patel, Nathan Shammah, William J. Zeng

2026 arXiv arXiv preprint

Microfluidics-Driven Piezophotocatalysis: An Innovative Approach for Accelerated Water Remediation Using PVDF-Transition Metal Sulfide-Based Piezocatalysts.

Rohal A, Katoch V, Kumar A, Pandey A, Prakash B

2026 PubMed Small science

Miniaturisation of Raman spectroscopy systems: from benchtop to backpocket.

Hardy M, Kanade PP, Buchan E, Goldberg Oppenheimer P, McPolin CPT, Bowman RM

2026 PubMed Lab on a chip

Mitigating Frequency Learning Bias in Quantum Models via Multi-Stage Residual Learning

Ammar Daskin

2026 arXiv arXiv preprint

Mitigating ransomware threats through network traffic analysis using hybrid quantum-attention stereoscopic neural networks

M. Srinivasulu, M. Prasad, M. Elangovan, Pamidimukkala Sai Geetha

2026 Crossref Neurocomputing

Model selection in hybrid quantum neural networks with applications to quantum transformer architectures

Harsh Wadhwa, Rahul Bhowmick, Naipunnya Raj, Rajiv Sangle, Ruchira V. Bhat, Krishnakumar Sabapathy

2026 arXiv arXiv preprint

Modeling and benchmarking quantum optical neurons for efficient neural computation.

Andrisani A, Vessio G, Sgobba F, Di Lena F, Santamaria LA, Castellano G.

2026 Europe PMC PLoS One

Modeling and Resource Optimization for Quantum Oracles

Zhihang Li, Bo Zhao, Chuanbing Han, Jie Zhao, Jinchen Xu, Guoqiang Shu, Yimin Gao, Woji He, Zheng Shan

2026 arXiv arXiv preprint

Modeling Quantum Federated Autoencoder for Anomaly Detection in IoT Networks

Devashish Chaudhary, Sutharshan Rajasegarar, Shiva Raj Pokhrel

2026 arXiv arXiv preprint

Modified Ascon for improved healthcare data security with quantum key distribution

A. J. Bhuvaneshwari, P. Kaythry, R. Kishore, Muthu Harish

2026 OpenAlex The Journal of Supercomputing

Modified quantum dilated convolutional neural network for cancer prediction using gene expression data.

N M, R K, V D, S S

2026 PubMed Computer methods in biomechanics and biomedical engineering

Module Lattice Security (Part II): Module Lattice Reduction via Optimal Sign Selection

Ming-Xing Luo

2026 arXiv arXiv preprint