Active learning potentials for first-principles phase diagrams using replica-exchange nested sampling

Nico Unglert, Michael Ketter, Georg K. H. Madsen

Accurate prediction of materials phase diagrams from first principles remains a central challenge in computational materials science. Machine-learning interatomic potentials can pr…