Physics- and data-driven Active Learning of neural network representations for free energy functions of materials from statistical mechanics

Jamie Holber, Krishna Garikipati

Accurate free energy representations are crucial for understanding phase dynamics in materials. We employ a scale-bridging approach to incorporate atomistic information into our fr…