Persistent homology-based descriptor for machine-learning potential of amorphous structures

Emi Minamitani, Ippei Obayashi, Koji Shimizu +1

High-accuracy prediction of the physical properties of amorphous materials is challenging in condensed-matter physics. A promising method to achieve this is machine-learning potent…