Supporting data for "Revealing the Hidden Third Dimension of Point Defects in Two-Dimensional MXenes"

This repository includes the raw STEM image datasets, the trained machine learning models, 3D animations of defect visualizations, and the molecular dynamics simulation input and output files for the publication "Revealing the Hidden Third Dimension of Point Defects in Two-Dimensional MXenes" by Grace Guinan et al.

本数据集仓库包含原始扫描透射电子显微镜（STEM，Scanning Transmission Electron Microscopy）图像数据集、训练完成的机器学习模型、缺陷可视化三维动画，以及分子动力学（Molecular Dynamics）模拟输入与输出文件，所有内容均配套于Grace Guinan等人发表的题为《揭示二维MXenes中点缺陷的隐藏第三维度》的学术论文。