Beyond theory-driven discovery: introducing hot random search and datum-derived structures

Abstract

Data driven methods have transformed the prospects of the computational chemical sciences, with machine learned interatomic potentials (MLIPs) speeding up calculations by several orders of magnitude. I reflect on theory...