A paper regarding equivariant GNN model for Born effective charges has been published.
Representing Born effective charges with equivariant graph convolutional neural networks
Alex Kutana, Koji Shimizu, Satoshi Watanabe, Ryoji Asahi
Scientific reports, 15, 16719 (2025).