Invariant multiscale neural networks for data-scarce scientific applications

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Machine learning of phases and structures for model systems in physics

D Bayo, B Çivitcioğlu, JJ Webb, A Honecker… - Journal of the Physical …, 2025 - journals.jps.jp
The detection of phase transitions is a fundamental challenge in condensed matter physics,
traditionally addressed through analytical methods and direct numerical simulations. In …
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