Establishing reduced-order process-structure linkages from phase field simulations of dendritic grain growth during solidification

Jiajun Zhao,Junjie Li,Xiaobing Hu,Yujian Wang,Yiming Chen,Feng He,Zhijun Wang,Zhanglong Zhao,Jincheng Wang

Computational Materials Science（2022）

引用 3|浏览3

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摘要

•A surrogate model for dendritic microstructures in solidification is established.•A rational way to choose the reduced-order features is proposed.•Including more reduced-ordered features may worsen the microstructure prediction.

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关键词

Process-structure linkages,Two-point statistics,Principal component analysis,Phase field simulation,Dendritic growth

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