Machine learning force-field model for kinetic Monte Carlo simulations of itinerant Ising magnets

Alexa Tyberg, Yunhao Fan, Gia-Wei Chern

We present a scalable machine learning (ML) framework for large-scale kinetic Monte Carlo (kMC) simulations of itinerant electron Ising systems. As the effective interactions betwe…