Long-term prediction of chaotic systems with recurrent neural networks. - Huawei Fan; Jun-Jie Jiang; Chun Zhang; Xingang Wang; Ying-Cheng Lai (CoRR, 2020)

Transfer learning of chaotic systems. - Yali Guo; Han Zhang; Liang Wang; Huawei Fan; Xingang Wang (CoRR, 2020)

Machine learning prediction of critical transition and system collapse. - Ling-Wei Kong; Huawei Fan; Celso Grebogi; Ying-Cheng Lai (CoRR, 2020)

Learning Hamiltonian dynamics by reservoir computer. - Han Zhang; Huawei Fan; Liang Wang; Xingang Wang (CoRR, 2021)

Inferring Attracting Basins of Power System with Machine Learning. - Yao Du; Qing Li; Huawei Fan; Meng Zhan; Jinghua Xiao; Xingang Wang (CoRR, 2023)

Versatile Reservoir Computing for Heterogeneous Complex Networks. - Yao Du; Huawei Fan; Xingang Wang (CoRR, 2025)