Quantum Machine Learning

4,009 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 1225-1236 of 4,009

SSDBFAN: Scalable and Secure Cluster-Based Data Aggregation with Blockchain for Flying Ad Hoc Networks.

Majmaie SA, Ghajari G, Bhatta NP, Ibrahem MI, Amsaad F

2026 PubMed Sensors (Basel, Switzerland)

Stable approach based diagonal recurrent quantum neural networks for identification of nonlinear systems.

Khalil H, Elshazly O, Shaheen O.

2026 Europe PMC Sci Rep

Standardized quantum transistor block enables differentiable learning on gait dynamics.

Villalba-Díez J, Ordieres-Meré J.

2026 Europe PMC Sci Rep

Stereocontrolled Access to Carbocyclic Nucleosides Bearing Multiple Stereocenters via Desymmetrizing Hydroformylation.

Ren T, You C, Yang Y, Zheng J, Li L, Zhang X, Li X

2026 PubMed Journal of the American Chemical Society

STN-GPR: A Singularity Tensor Network Framework for Efficient Option Pricing

Dominic Gribben, Carolina Allende, Alba Villarino, Aser Cortines, Mazen Ali, Román Orús, Pascal Oswald, Noureddine Lehdili

2026 arXiv arXiv preprint

Stochastic Loop Corrections to Belief Propagation for Tensor Network Contraction

Gi Beom Sim, Tae Hyeon Park, Kwang S. Kim, Yanmei Zang, Xiaorong Zou, Hye Jung Kim, D. ChangMo Yang, Soohaeng Yoo Willow, Chang Woo Myung

2026 arXiv arXiv preprint

Stochastic Neural Networks for Quantum Devices

Bodo Rosenhahn, Tobias J. Osborne, Christoph Hirche

2026 arXiv arXiv preprint

Stochastic Shadow Descent: Training Parametrized Quantum Circuits with Shadows of Gradients

Sayantan Pramanik, M Girish Chandra

2026 Crossref ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Stone-in-Waiting: A Cloud-Based Accelerator for the Quantum Approximate Optimization Algorithm

Shuai Zeng

2026 arXiv arXiv preprint

Stopping Reliability in Adaptive Krylov-Shadow Quantum Fisher Information Estimation

Erjie Liu, Yangshuai Wang

2026 arXiv arXiv preprint

STQS: A Unified System Architecture for Spatial Temporal Quantum Sensing

Anastashia Jebraeilli, Chenxu Liu, Keyi Yin, Samuel Stein, Erik Lentz, Yufei Ding, Ang Li

2026 Crossref ACM Transactions on Quantum Computing

Strict Hierarchy for Quantum Channel Certification to Unitary

Kean Chen, Qisheng Wang, Zhicheng Zhang

2026 arXiv arXiv preprint