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 1057-1068 of 4,009

Quantum-Enhanced Edge Intelligence Leveraging Large Language Models for Immersive Space–Aerial–Ground Communications: Survey, Challenges, and Open Issues

Unknown

2026 Europe PMC Sensors (Basel)

Quantum-Enhanced Graphene-Plasmonic Metasurface for Ultra-Sensitive Multi-Cancer Biomarker Detection

Fahad A. Almalki, Faris A. Almalki

2026 Crossref Journal of Innovative Optical Health Sciences

Quantum-enhanced learning: Leveraging von Neumann entropy for enhanced graph neural network performance

Muhammad Awais, Octavian Adrian Postolache, Sancho Moura Oliveira

2026 Crossref Neural Networks

Quantum-Enhanced Lightweight Protocol for Post-Classical Security in IoT-Enabled Autonomous Vehicle Networks

Lakshmi G, Senthilkumar A, Helen Josephine V L, Kowsalya R, Nithyanandh S

2026 Crossref International Journal of Computer Networks and Applications

Quantum-Enhanced Memory Architectures for Graph-Based AI Systems: A Theoretical Framework with Feasibility Analysis

Balaji A, Brown NB.

2026 Europe PMC Europe PMC

Quantum-enhanced multimodal prognostic transformer for skin disease progression prediction and visualization.

Aravinda CV, Raja JE, Alasmari S

2026 PubMed Scientific reports

Quantum-Enhanced Neural Contextual Bandit Algorithms

Yuqi Huang, Vincent Y. F Tan, Sharu Theresa Jose

2026 arXiv arXiv preprint

Quantum-Enhanced Processing with Tensor-Network Frontends for Privacy-Aware Federated Medical Diagnosis

Hiroshi Yamauchi, Anders Peter Kragh Dalskov, Hideaki Kawaguchi, Rodney Van Meter

2026 arXiv arXiv preprint

Quantum-enhanced satellite image classification

Qi Zhang, Anton Simen, Carlos Flores-Garrigós, Gabriel Alvarado Barrios, Paolo A. Erdman, Enrique Solano, Aaron C. Kemp, Vincent Beltrani, Vedangi Pathak, Hamed Mohammadbagherpoor

2026 arXiv arXiv preprint

Quantum-HPC Software Stacks and the openQSE Reference Architecture: A Survey

Amir Shehata, Brian Austin, Tom Beck, Lukas Burgholzer, Alex Chernoguzov, Spencer Churchill, Andrea Delgado, Yasuko Eckert, Jeffery Heckey, Kevin Kissell, Katherine Klymko, Josh Moles, Thomas Naughton, Lee James O'Riordan, Christian Ortiz Pauyac, Guen Prawiroatmodjo, Ermal Rrapaj, Jiri Schindler, Laura Schulz, Sebastian Stern, Tyler Takeshita, Miwako Tsuji, Aleksander Wennersteen, Travis Humble, Martin Schulz

2026 arXiv arXiv preprint

Quantum-Information-Geometric Denoising for Seismic Data A Unified Framework Combining Quantum Mechanics and Information Geometry

Hai-tao Yan, Jin Sun, Yilin Liu, Yu Shi, Chang-cheng Xiang

2026 Crossref Applied Geophysics

Quantum-Inspired Adaptive Meta-Heuristic-Machine Learning framework for resilient and energy-efficient task scheduling in multi-cloud ecosystems.

Divya N, Kiranbabu MNV, Babu GC

2026 PubMed Scientific reports