Learn how to use UMA (Universal Machine-learning for Atomistic systems) models through these hands-on tutorials. UMA provides a unified interface for atomistic simulations across molecules, surfaces, and bulk materials with state-of-the-art accuracy and speed.
UMA Basic Tutorial
Learn the fundamentals of using UMA models for predictions including molecular energies, surface relaxations, molecular dynamics, and phonon calculations.
UMA Catalysis Tutorial
A comprehensive tutorial on applying UMA to heterogeneous catalysis problems, covering bulk optimization, surface energies, Wulff construction, adsorption energies, and reaction barriers.