New physics-based machine-learning method speeds search for 2D quantu… | HappeningNow.news
Published Date: July 09, 2026

Science · 1 views

New physics-based machine-learning method speeds search for 2D quantum materials

Researchers at The University of Manchester have developed a new computational approach to help identify two-dimensional materials that m…

Source Phys.org AI Summary Updated 1h 57m ago
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Researchers at The University of Manchester have developed a new computational approach to help identify two-dimensional materials that may host unusual quantum behavior. The work, published in Science Advances, focuses on materials with "flat bands," electronic states where electrons have very little kinetic energy. In these materials, interactions between…

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