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.

Showing 841-852 of 4,297

Mechanistic insights and rational design of emerging iron-based environmental catalysts for water remediation via multiscale simulations.

Bai Y, Zhi S, Zhang X, Chen Z, Jiang K, Wu D, Guo H

2026 PubMed Nanoscale

Mechanistic insights into marine-derived PDE6D inhibitors disrupting prenyl-binding to modulate leukemia-associated RAS trafficking.

Alam P, Akhtar A, Ahmed S, Hasan Z

2026 PubMed Computational biology and chemistry

MEDA: Measurement-Efficient Disorder-Aware Majorana Zero Mode Detection in Realistic Devices

Nathan Jones, Binayyak Roy, Valentine Mohaugen, Ian Lewis, Toby Cox, Sumanta Tewari, Rong Ge

2026 arXiv arXiv preprint

MediFlora-Net: Quantum-enhanced deep learning for precision medicinal plant identification.

K V U, P S, K JS, C LA

2026 PubMed Computational biology and chemistry

Memory as Spatiotemporal Delay: A Unified Hybrid Framework for Quantum-cosmic Energetics and Astrobiological Dynamics

Tosunoğlu HH, Demir T, Karenzo A, Shah NA.

2026 Europe PMC Europe PMC

MerLean: An Agentic Framework for Autoformalization in Quantum Computation

Yuanjie Ren, Jinzheng Li, Yidi Qi

2026 arXiv arXiv preprint

MerLin: A Discovery Engine for Photonic and Hybrid Quantum Machine Learning

Cassandre Notton, Benjamin Stott, Philippe Schoeb, Anthony Walsh, Grégoire Leboucher, Vincent Espitalier, Vassilis Apostolou, Louis-Félix Vigneux, Alexia Salavrakos, Jean Senellart

2026 arXiv arXiv preprint

Meta-Learning for GPU-Accelerated Quantum Many-Body Problems

Yun-Hsuan Chen, Jen-Yu Chang, Tsung-Wei Huang, En-Jui Kuo

2026 arXiv arXiv preprint

Meta-Quantum Ensemble Framework for Robust Network Intrusion Detection

Ritvik Bhatnagar, Nouhaila Innan, Angel Arul Jothi J., Muhammad Shafique

2026 arXiv arXiv preprint

Metalearning characteristics and dynamics of quantum systems

Lucas Schorling, Pranav Vaidhyanathan, Jonas Schuff, Miguel J. Carballido, Dominik Zumbühl, Gerard Milburn, Florian Marquardt, Jakob Foerster, Maike Osborne, Natalia Ares

2026 Crossref Physical Review Research

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