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.

Showing 517-528 of 4,265

FAlCon: A unified framework for algorithmic control of quantum dot devices

Tyler J. Kovach, Daniel Schug, Zach D. Merino, Mark Friesen, Mark A. Eriksson, Justyna P. Zwolak

2026 arXiv arXiv preprint

Family-Aware Residual Architecture for Predicting Quantum Circuit Simulation Performance

Honjar Xing, Yehong Jiang, Xianbang Wang, Zehua Wang, Zhicheng Jiang

2026 arXiv arXiv preprint

Fast and memory-efficient classical simulation of quantum machine learning via forward and backward gate fusion

Yoshiaki Kawase

2026 arXiv arXiv preprint

Fast and noise-aware machine learning variational quantum eigensolver optimiser

Akib Karim, Shaobo Zhang, M. Usman

2026 Crossref Nano Futures

Fast Generation of Pipek-Mezey Wannier Functions via the Co-Iterative Augmented Hessian Method.

Yang G, Ye HZ

2026 PubMed Journal of chemical theory and computation

Fast semantic image annotation and retrieval with quantum firefly-based multi-label learning

Lina J. Abu Shaheen, Oday Ali Hassen, Saad M. Darwish, Adel A. Elzoghabi

2026 Crossref The Visual Computer

Fault-Injection Probing: A Causal Interpretability Framework for Quantum Machine Learning Models

Kannan¹ P, Sundaram¹ VM.

2026 Europe PMC Europe PMC

Fe-PNC Nanoenzyme-Enhanced Closed Bipolar Sensing Platform for Sensitive ECL/Fluorescence Detection and Imaging of miRNA-141.

Liu J, Sun M, Fan Y, Li J, Zhou H, Li B

2026 PubMed Analytical chemistry

Feasibility Study of (18)F-FDG PET Short-Duration Scan in Underweight Patients with Lung Cancer.

Sagara H, Akamatsu G, Mano C, Inaki A, Inoue K

2026 PubMed Journal of nuclear medicine technology

Feasibility study of quantum-classical hybrid networks for patient-specific quality assurance in radiotherapy

Heling Zhu, Junhao Su, Bolun Wu, Qizhen Zhu, Zhiqun Wang, Lin Yao, Wending Zhao, Xianzhi Huang, Bo Yang

2026 Crossref Radiation Physics and Chemistry

Feature Encoding in Quantum Machine Learning: A Survey and Practical Guidelines

Vincenzo Sammartino

2026 arXiv arXiv preprint

Feature-level analysis and adversarial transfer in rotationally equivariant quantum machine learning

Maureen Krumtünger, Martin Sevior, Muhammad Usman

2026 arXiv arXiv preprint