Course: Diffusion Generative AI for Computer Vision and Science

Bond Elongation Index for quantifying the anisotropic ferroelectric distortion using Python script

This is a project to simulate the fracture of ferroelectric materials with COMSOL

😎 Curated list of awesome software for numerical analysis and scientific computing

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

computer vision projects | 计算机视觉相关好玩的AI项目（Python、C++、embedded system）

Presentation Slides for Developers

useful python/ipython script for our own use

Python codes for calculation of polarization displacement vector in ferroelectric materials

Phase-field modeling with PINNs

Phase-field method: basics and application in materials science

Polycrystal generation and meshing

Phase-fieldでデンドライト計算

Machine Learning applied to Phase Field methods

Scripts to generate phase field simulation input files, analyze and visualize data.

Reduced order model based on deep neural networks for phase field simulations

Tools for phase field crystal modeling of two-dimensional materials.

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

Adaptive phase field modeling of fracture using deep energy minimization.

Matlab Implementation of Landau-Ginzburg Phase Field Model

A playbook for systematically maximizing the performance of deep learning models.

Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复

arXiv LaTeX Cleaner: Easily clean the LaTeX code of your paper to submit to arXiv

A lecture note for understanding deep learning

Application of Large Language Models (LLM) for computational materials science - visit jan-janssen.com/LangSim

Crystal Graph Convolutional Neural Networks tutorial