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Data-Driven and Intelligent Characterization of Spatial Distributions of Transport Properties in Heterogeneous Materials
Data-Driven and Intelligent Characterization of Spatial Distributions of Transport Properties in Heterogeneous Materials
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机译:异质材料中传输特性空间分布的数据驱动和智能表征
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摘要
A method comprises obtaining temporal measurements associated with a heterogeneous material; building a numerical model of a material by assigning initial approximations to the temporal measurements; modifying the numerical model to create a modified numerical model; generating simulated temporal measurements associated with the temporal measurements using the modified numerical model; determining a reward, a penalty, or a modification based on a quality of a fit between the temporal measurements and the simulated temporal measurements; and updating the numerical model based on the reward, the penalty, or the modification.
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