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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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02/19/2021
Numerical study of COVID-19 spatial-temporal spreading in London
Recent study reported that an aerosolised virus (COVID-19) can survive i...
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10/15/2020
Self-Supervised Domain Adaptation with Consistency Training
We consider the problem of unsupervised domain adaptation for image clas...
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02/17/2020
Surrogate-free machine learning-based organ dose reconstruction for pediatric abdominal radiotherapy
To study radiotherapy-related adverse effects, detailed dose information...
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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
Identification of the partial differential equations governing microstructure evolution in materials: Inference over incomplete, sparse and spatially non-overlapping data
Pattern formation is a widely observed phenomenon in diverse fields incl...
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12/20/2018