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02/17/2023
Bridging scales with Machine Learning: From first principles statistical mechanics to continuum phase field computations to study order disorder transitions in LixCoO2
LixTMO2 (TM=Ni, Co, Mn) forms an important family of cathode materials f...
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12/09/2021
mechanoChemML: A software library for machine learning in computational materials physics
We present mechanoChemML, a machine learning software library for comput...
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01/11/2020
Variational system identification of the partial differential equations governing microstructure evolution in materials: Inference over sparse and spatially unrelated data
Pattern formation is a widely observed phenomenon in diverse fields incl...
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01/11/2020