Microstructure-based knowledge systems for capturing process-structure evolution linkages

David B Brough,Daniel Wheeler,James A. Warren,Surya R. Kalidindi

Current Opinion in Solid State and Materials Science（2017）

引用 33|浏览4

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摘要

•Reviews and advances a data science framework call Materials Knowledge Systems.•Two different treatments are presented for functions of the local state variable.•New method presented to learn the underlying embedded physics from numerical models.

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关键词

Materials Knowledge Systems,Spectral representations,Cahn-Hilliard model,Phase field,Structure evolution,Multiscale modeling,Homogenization,Localization

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