Pinned Repositories
cgcnn
Crystal graph convolutional neural networks for predicting material properties.
EVAPD
A deep evolutionary learning framework for discovering stable and synthesizable energy (perovskite) materials.
FTCP
FTCP code
high_dim_descriptor
A feature engineering approach for modeling ternary perovskite target properties by Fourier transforming direct features into the periodic reciprocal crystal lattice
imatgen
image-based generative model for inverse design of solid state materials
LCMGM
A deep generative modeling architecture for designing lattice constrained materials
ML_abx3_dataset
An inorganic ABX3 perovskite dataset for target property prediction and classification using machine learning.
perovskite-ML
Comparative Analysis of Machine Learning Approaches on the Prediction of the Electronic Properties of Perovskite: A Case Study of the ABX3 and A2BB’X6
qmpy_rester
A toolkit for querying data in OQMD.
TL-VAE
Software for Target-Learning VAE models (semi-supervisory Generative AI)
chenebuah's Repositories
chenebuah/perovskite-ML
Comparative Analysis of Machine Learning Approaches on the Prediction of the Electronic Properties of Perovskite: A Case Study of the ABX3 and A2BB’X6
chenebuah/high_dim_descriptor
A feature engineering approach for modeling ternary perovskite target properties by Fourier transforming direct features into the periodic reciprocal crystal lattice
chenebuah/ML_abx3_dataset
An inorganic ABX3 perovskite dataset for target property prediction and classification using machine learning.
chenebuah/EVAPD
A deep evolutionary learning framework for discovering stable and synthesizable energy (perovskite) materials.
chenebuah/qmpy_rester
A toolkit for querying data in OQMD.
chenebuah/cgcnn
Crystal graph convolutional neural networks for predicting material properties.
chenebuah/FTCP
FTCP code
chenebuah/imatgen
image-based generative model for inverse design of solid state materials
chenebuah/LCMGM
A deep generative modeling architecture for designing lattice constrained materials
chenebuah/materials_discovery
chenebuah/QM-SP-ML
Molecular design using signal processing and machine learning
chenebuah/TL-VAE
Software for Target-Learning VAE models (semi-supervisory Generative AI)