Peiwen Ren's repositories
matsci_animation
materials science related animations
mit_model_code
XGBoost models to classify materials with metal-insulator transition behavior
article-downloader
Uses publisher APIs to programmatically retrieve scientific journal articles for text mining.
e3nn-eform
E3NN prediction of crystal formation energy
JAX-TherMo
Forked demo code for implementation of differentiable thermodynamic modeling in JAX.
matminer
Data mining for materials science
mit_classification_demographics
A survey analysis to evaluate how well domain experts can classify materials with metal-insulator transition.
mit_model_code-1
Code and data used in constructing metal-insulator transition classifier
pymatgen
Python Materials Genomics (pymatgen) is a robust materials analysis code that defines core object representations for structures and molecules with support for many electronic structure codes. It is currently the core analysis code powering the Materials Project.
rpw199912j.github.io
My personal website