Pinned

1. perovskite-ML perovskite-ML Public

   Comparative Analysis of Machine Learning Approaches on the Prediction of the Electronic Properties of Perovskite: A Case Study of the ABX3 and A2BB’X6

   Python 21 8

2. high_dim_descriptor high_dim_descriptor Public

   A feature engineering approach for modeling ternary perovskite target properties by Fourier transforming direct features into the periodic reciprocal crystal lattice

   Jupyter Notebook 4 1

3. ML_abx3_dataset ML_abx3_dataset Public

   An inorganic ABX3 perovskite dataset for target property prediction and classification using machine learning.

   Python 2 1

4. TL-VAE TL-VAE Public

   Software for Target-Learning VAE models (semi-supervisory Generative AI)

   Python

5. EVAPD EVAPD Public

   A deep evolutionary learning framework for discovering stable and synthesizable energy (perovskite) materials.

   Python 1

6. LCMGM LCMGM Public

   A deep generative modeling architecture for designing lattice constrained materials

   Python