[17p-WL1_401-1~8] New Frontiers in Non-equilibrium Materials Unlocked by Spacetime Commutativity

3:25 PM - 3:55 PM JST(6:25 AM - 6:55 AM UTC)

[17p-WL1_401-5] Machine Learning the Dynamics of Glasses

〇Hayato Shiba¹ (1.University of Hyogo)

Keywords:

glass,machine learning

Predicting long-term dynamics based on the disordered structure of glassy materials remains a persistent difficulty. This talk reviews the evolution and current state of machine learning approaches to this problem, highlighting models such as "BOTAN," which has achieved state-of-the-art accuracy.