Supporting data for "HYBRID PHASE-FIELD AND EXPLAINABLE MACHINE-LEARNING APPROACHES TO LITHIUM-DENDRITE EVOLUTION AND SAFETY ASSESSMENT"

This folder contains supporting data and scripts for Chapter 3 and Chapter 4 of the PhD thesis.The Data/ folder includes phase-field simulation outputs (eta, c, pot) and computed morphological descriptors.The Scripts/ folder contains MATLAB and Python files for post-processing, machine learning, and symbolic regression analysis.Each subfolder corresponds to a specific simulation condition or analysis module.本文件夹包含本博士论文第3章与第4章的配套数据与脚本文件。Data/文件夹包含相场模拟（phase-field）输出结果（eta、c、pot）以及计算得到的形貌描述符。Scripts/文件夹包含用于后处理、机器学习与符号回归分析的MATLAB及Python脚本文件。每个子文件夹对应一个特定的模拟条件或分析模块。