Autonomous atomistic-continuum coupling through uncertainty-aware active learning

Daniel Abdulah, Hariswaran Sitaraman, Ross E. Larsen +5

We develop an uncertainty-aware surrogate modeling approach for coupling an atomistic kinetic Monte Carlo (KMC) surface-chemistry solver with a continuum multi-species fluid dynami…