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Data-Driven and Intelligent Characterization of Spatial Distributions of Transport Properties in Heterogeneous Materials

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

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.
机译:一种方法,包括获得与异质材料相关的时间测量;以及通过为时间测量值分配初始近似值来建立材料的数值模型;修改数值模型以创建修改的数值模型;使用修改后的数值模型生成与时间测量相关的模拟时间测量;基于时间量度与模拟时间量度之间的拟合质量来确定奖励,惩罚或修改;并基于奖励,惩罚或修改来更新数值模型。

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