Publications
Toward an understanding of deformation mechanisms in metallic lithium and sodium from first principles." Chemistry of Materials (2019).
"Stability and strain-driven evolution of β′ precipitate in Mg-Y alloys." Acta Materialia 166 (2019).
"Machine-learning the configurational energy of multicomponent crystalline solids." npj Computational Materials 4 (2018).
"Machine learning the density functional theory potential energy surface for the inorganic halide perovskite CsPbBr3." Physical Review B 100 (2019).
"Machine learning materials physics: Integrable deep neural networks enable scale bridging by learning free energy functions." Computer Methods in Applied Mechanics and Engineering 353, no. 15 (2019).
"First-principles statistical mechanics of multicomponent crystals." Annual Review of Materials Research 48 (2018).
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