1.1k citations
- University of Maryland, College ParkUS40 papers
- Duke UniversityUS34 papers
- Joint Quantum InstituteUS33 papers
- Joint Center for Quantum Information and Computer ScienceUS28 papers
- National Institute of Standards and TechnologyUS9 papers
- Harvard UniversityUS8 papers
- California Institute of TechnologyUS6 papers
- University of California, BerkeleyUS6 papers
- U.S. National Science FoundationUS6 papers
- Massachusetts Institute of TechnologyUS5 papers
- The Ohio State UniversityUS5 papers
- Colorado School of MinesUS4 papers
Showing 2026Show all
3 papers · 1 filter
cs.LG2026
QFireNet: A Quantum-Enhanced U-Net for Wildfire Segmentation from Sentinel-2 Imagery
Jaiman Munshi, Tanvi Tewary, Sawyer Bloom +10
Wildfire detection from satellite imagery is a semantic image segmentation problem that has proven to be difficult due to challenges such as class imbalance, feature complexity, an…
quant-ph2026
Quantum Parity Representations: Learnable Basis Discovery, Encoders, and Shadow Deployment
Sang Hyub Kim, Oliver Knitter, Jonathan Mei +4
We study parity features as representations that can be evaluated entirely classically once the binary or quantized input representation and parity words are fixed, particularly wh…
cond-mat.mtrl-sci2026★ 1 cited
Quantum Kernel Machine Learning for Autonomous Materials Science
Felix Adams, Daiwei Zhu, David W. Steuerman +2
Autonomous materials science, where active learning is used to navigate large compositional phase space, has emerged as a powerful vehicle to rapidly explore new materials. A cruci…