Surrogate Model of FE Corrosion Model

This repository consists of the code and a pre-trained model. The code is written in Wolfram Language. The code is LapCor9.nb. The pre-trained model is pretrained_corbox _ 1.mx.
The code consists of an FE model of two-dimensional electrochemical corrosion with rectangular geometry. The model is based on Laplace's equation. The surrogate model is based on Gaussian Process Regression.
The outputs from previous executions are left intact.

本仓库包含代码与预训练模型。其中代码采用沃尔夫勒姆语言（Wolfram Language）编写，文件名为LapCor9.nb；预训练模型文件为pretrained_corbox_1.mx。
该代码内置一款面向矩形几何结构的二维电化学腐蚀有限元（Finite Element, FE）模型，该模型基于拉普拉斯方程（Laplace's equation）构建，其配套的代理模型则采用高斯过程回归（Gaussian Process Regression）搭建。
此前运行所产生的输出均予以保留。