Publications
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).
"Machine learning the density functional theory potential energy surface for the inorganic halide perovskite CsPbBr3." Physical Review B 100 (2019).
"Machine-learning the configurational energy of multicomponent crystalline solids." npj Computational Materials 4 (2018).
"Magnetoentropic mapping and computational modeling of cycloids and skyrmions in the lacunar spinels $\mathrmGaV_4\mathrmS_8$ and $\mathrmGaV_4\mathrmSe_8$." Phys. Rev. Mater. 5 (2021): 054410.
"Main-Group Halide Semiconductors Derived from Perovskite: Distinguishing Chemical, Structural, and Electronic Aspects." Inorganic Chemistry 56 (2017): 11-25.
"Manganese oxidation as the origin of the anomalous capacity of Mn-containing Li-excess cathode materials." Nature Energy (2019).
"Mapping skyrmion stability in uniaxial lacunar spinel magnets from first principles." Physical Review B 101 (2020).
"Mechanical instabilities and structural phase transitions: The cubic to tetragonal transformation." Acta Materialia 56 (2008): 4226-4232.
"Mechanochemical spinodal decomposition: a phenomenological theory of phase transformations in multi-component, crystalline solids." npj Computational Materials 2 (2016): 16012.
"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.
"Metal–metal bonding as an electrode design principle in the low-strain cluster compound LiScMo3O8." Journal of the American Chemical Society 144 (2022): 5841-5854.
"Mg Intercalation in Layered and Spinel Host Crystal Structures for Mg Batteries." Inorganic chemistry 54 (2015): 4394-4402.
"Misfit-driven beta'''precipitate composition and morphology in Mg-Nd alloys." Acta Materialia 136 (2017).
"Modeling magnetic evoluton and exchange hardening in disordered magnets: The example of Mn1-xFexRu2Sn Heusler alloys." Physical Review Materials 3 (2019).
"Multielectron, Cation and Anion Redox in Lithium-Rich Iron Sulfide Cathodes." Journal of the American Chemical Society 142, no. 14 (2020).
"Multiphysics Simulations of Lithiation-Induced Stress in Li1+ x Ti2O4 Electrode Particles." The Journal of Physical Chemistry C 120 (2016): 27871-27881.
"MultiShifter: Software to generate structural models of exended two-dimensional defects in 3D and 2D crystals." Computational Materials Science 191 (2021).
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