Simulating transition dynamics between metastable states is a fundamental challenge in
dynamical systems and stochastic processes with wide real-world applications in …

This thesis demonstrates how recent advances in machine learning (ML) for materials can
accelerate our search for new stable inorganic crystals. We show how best to measure and …