Transfer learning of phase transitions in percolation and directed percolation. - Jianmin Shen; Fei-Yi Liu; Shi-Yang Chen 003; Dian Xu; Xiangna Chen; Shengfeng Deng; Wei Li; Gabor Papp; Chun-Bin Yang (CoRR, 2021)

Unsupervised learning of site percolation based on shuffled configurations. - Dian Xu; Shanshan Wang; Feng Gao; Wei Li 100; Jianmin Shen (CoRR, 2023)

Supervised and unsupervised learning of (1+1) -dimensional even-offspring branching annihilating random walks. - Yanyang Wang; Wei Li; Feiyi Liu; Jianmin Shen (Mach. Learn. Sci. Technol., 2024)

Identifying Ising and percolation phase transitions based on KAN method. - Dian Xu; Shanshan Wang; Wei Li; Weibing Deng; Feng Gao; Jianmin Shen (CoRR, 2025)

Siamese Neural Network for Label-Efficient Critical Phenomena Prediction in 3D Percolation Models. - Shanshan Wang; Dian Xu; Jianmin Shen; Feng Gao; Wei Li; Weibing Deng (CoRR, 2025)