Predictive Coarse-Graining

Markus Schöberl, Nicholas Zabaras, Phaedon-Stelios Koutsourelakis

We propose a data-driven, coarse-graining formulation in the context of equilibrium statistical mechanics. In contrast to existing techniques which are based on a fine-to-coarse ma…