Found 40 repositories(showing 30)
hackingmaterials
Data mining for materials science
hackingmaterials
A repo of examples for the matminer (https://github.com/hackingmaterials/matminer) code
GuptaVishu2002
Download Dataset (MP, OQMD, AFLOW, JARVIS etc.) using Matminer, Restful API and AFLUX
achraf110
In this project , I have used an experimental Band gap of semiconductors Data from Matminer Library. Linear Regression and Random Forest Regression has been used, with the help of Pymatgen Library I has extracted some features from each Crystal structure. There has been 3895 Type of semiconductors that has been fed to the model.
WSukmas
pymatgen & matminer for ML
Zhang-NJ-Lab
使用不同的库，例如Pymatgen、matminer、Mendelev提取离子半径等数据
Using Linear regression and random forest regression to predict the bandgap of materials in the dielectric constant dataset provided in the matminer package
shubhmsme93
Random forest regression code to predict total energy of crystal structures, using Matminer computed composition based features.
Machine learning framework for predicting bulk modulus of inorganic materials using RF, SVR, GBR, XGBoost, and CatBoost. Integrates Matminer/Pymatgen features, SHAP interpretability, and GPAW-based DFT validation, enabling accurate, scalable, and cost-effective materials property prediction.
Atharva224
Utilizing Matminer data, this project predicts bulk modulus of inorganic crystals. Methods include PCA for feature reduction, regression models (linear, tree-based, kernel), and feature selection techniques. Results compare model performance and feature importance across methods, exploring implications for material science applications.
conda-forge
A conda-smithy repository for matminer.
mkatouda
examples of matminer
fldnnn
No description available
LeiLeisky
No description available
Rongyuyuan
No description available
Garden-AI
Example of Garden based on MatMiner
matbinder
No description available
epunzal2
No description available
lijihui0401
No description available
Zhang-NJ-Lab
网上案例
Nanashi7745bay
This repository aims to search Structural similarity by matminer.
bjcid
Convert .cif files into a features to be used as inputs in machine learning models
peeraponw
No description available
patrickpato
No description available
eiraduk
Performing data manipulation in ML using matminer.
zhangyuwen984
No description available
meiyan328
No description available
Mat-Design-Yu
No description available
kevin-ymx
No description available
FilipiFS
Script básico para utilização de matminer e pymatgen