This is an ECP project.

ExaLearn is producing a Software Toolset that is applicable to multiple problems within the DOE mission space and has a line-of-sight to exascale computing, i.e., it uses exascale platforms directly or provides essential components to an exascale workflow; does not replicate capabilities easily obtainable from existing, widely available packages; builds in domain knowledge wherever possible; physics-based ML and articial intelligence (AI) are recurring themes; uncertainty is quantied in a predictive manner; and is interpretable, reproducible, and based on well-grounded mathematical methods.