Publications

Found 6 results
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Filters: Author is A. R. Natarajan  [Clear All Filters]
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Natarajan, A. R., and A. Van der Ven. "Toward an understanding of deformation mechanisms in metallic lithium and sodium from first principles." Chemistry of Materials (2019).
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Solomon, E. L. S., A. R. Natarajan, A. M. Roy, V. Sundararaghavan, A. Van der Ven, and E. A. Marquis. "Stability and strain-driven evolution of β′ precipitate in Mg-Y alloys." Acta Materialia 166 (2019).
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Natarajan, A. R., and A. Van der Ven. "Machine-learning the configurational energy of multicomponent crystalline solids." npj Computational Materials 4 (2018).
Thomas, J. C., J. S. Bechtel, A. R. Natarajan, and A. Van der Ven. "Machine learning the density functional theory potential energy surface for the inorganic halide perovskite CsPbBr3." Physical Review B 100 (2019).
Teichert, G. H., A. R. Natarajan, A. Van der Ven, and K. Garikipati. "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).
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A. Van der Ven, J. C. Thomas, B. Puchala, and A. R. Natarajan. "First-principles statistical mechanics of multicomponent crystals." Annual Review of Materials Research 48 (2018).