Identifying structural flow defects in disordered solids using machine learning methods

Ekin D. Cubuk, Samuel S. Schoenholz, Jennifer M. Rieser +5

We use machine learning methods on local structure to identify flow defects - or regions susceptible to rearrangement - in jammed and glassy systems. We apply this method successfu…