Siamese Neural Network for Label-Efficient Critical Phenomena Prediction in 3D Percolation Models

Shanshan Wang, Dian Xu, Jianmin Shen +3

Predicting critical phenomena from limited labeled data remains a challenging task in statistical physics. As percolation theory provides a canonical model for phase transitions wi…