Publications

Found 10 results
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M
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).
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).
Natarajan, A. R., and A. Van der Ven. "Machine-learning the configurational energy of multicomponent crystalline solids." npj Computational Materials 4 (2018).
D.H. Fabini, J.G. Labram, A.J. Lehner, J.S. Bechtel, H.A. Evans, A. Van der Ven, F. Wudl, M.L. Chabinyc, and R. Seshadri. "Main-Group Halide Semiconductors Derived from Perovskite: Distinguishing Chemical, Structural, and Electronic Aspects." Inorganic Chemistry 56 (2017): 11-25.
M.D. Radin, J. Vinckeviciute, R. Seshadri, and A. Van der Ven. "Manganese oxidation as the origin of the anomalous capacity of Mn-containing Li-excess cathode materials." Nature Energy (2019).
J. Bhattacharya, and A. Van der Ven. "Mechanical instabilities and structural phase transitions: The cubic to tetragonal transformation." Acta Materialia 56 (2008): 4226-4232.
S. Rudraraju, A. Van der Ven, and K. Garikipati. "Mechanochemical spinodal decomposition: a phenomenological theory of phase transformations in multi-component, crystalline solids." npj Computational Materials 2 (2016): 16012.
V. Etacheri, Y. Kuo, A. Van der Ven, and B.M. Bartlett. "Mesoporous TiO 2–B microflowers composed of (1 1 [combining macron] 0) facet-exposed nanosheets for fast reversible lithium-ion storage." Journal of Materials Chemistry A 1 (2013): 12028-12032.
A. Emly, and A. Van der Ven. "Mg Intercalation in Layered and Spinel Host Crystal Structures for Mg Batteries." Inorganic chemistry 54 (2015): 4394-4402.
T. Jiang, S. Rudraraju, A. Roy, A. Van der Ven, K. Garikipati, and M.L. Falk. "Multiphysics Simulations of Lithiation-Induced Stress in Li1+ x Ti2O4 Electrode Particles." The Journal of Physical Chemistry C 120 (2016): 27871-27881.