113 citations · 175 across the 12 of their papers we have counts for
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cs.LG2020★ 32 cited
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…
cond-mat.mtrl-sci2020
Linking electronic structure calculations to generalized stacking fault energies in multicomponent alloys
Anirudh Raju Natarajan, Anton Van der Ven
The generalized stacking fault energy is a key ingredient to mesoscale models of dislocations. Here we develop an approach to quantify the dependence of generalized stacking fault…