Scale bridging materials physics: Active learning workflows and integrable deep neural networks for free energy function representations in alloys

Gregory Teichert, Anirudh Natarajan, Anton Van der Ven +1

The free energy plays a fundamental role in descriptions of many systems in continuum physics. Notably, in multiphysics applications, it encodes thermodynamic coupling between diff…