Signal propagation in complex networks P Ji, J Ye, Y Mu, W Lin, Y Tian, C Hens, M Perc, Y Tang, J Sun, J Kurths Physics reports 1017, 1-96, 2023 | 71 | 2023 |
Koopman neural operator as a mesh-free solver of non-linear partial differential equations W Xiong, X Huang, Z Zhang, R Deng, P Sun, Y Tian arXiv preprint arXiv:2301.10022, 2023 | 18 | 2023 |
Fourier-domain transfer entropy spectrum Y Tian, Y Wang, Z Zhang, P Sun Physical Review Research 3 (4), L042040, 2021 | 13 | 2021 |
Theoretical foundations of studying criticality in the brain Y Tian, Z Tan, H Hou, G Li, A Cheng, Y Qiu, K Weng, C Chen, P Sun Network Neuroscience 6 (4), 1148-1185, 2022 | 9 | 2022 |
Bridging the information and dynamics attributes of neural activities Y Tian, G Li, P Sun Physical Review Research 3 (4), 043085, 2021 | 8 | 2021 |
KoopmanLab: machine learning for solving complex physics equations W Xiong, M Ma, P Sun, Y Tian APL Machine Learning 1 (3), 036110, 2023 | 7 | 2023 |
Information evolution in complex networks Y Tian, G Li, P Sun Chaos: An Interdisciplinary Journal of Nonlinear Science 32 (7), 2022 | 4 | 2022 |
Characteristics of the neural coding of causality Y Tian, P Sun Physical Review E 103 (1), 012406, 2021 | 4 | 2021 |
GLIME: General, Stable and Local LIME Explanation Z Tan, Y Tian, J Li Thirty-seventh Annual Conference on Neural Information Processing Systems, 2023 | 3 | 2023 |
Percolation may explain efficiency, robustness, and economy of the brain Y Tian, P Sun Network Neuroscience 6 (3), 765-790, 2022 | 3 | 2022 |
Statistical physics of deep neural networks: Initialization toward optimal channels K Weng, A Cheng, Z Zhang, P Sun, Y Tian Physical Review Research 5 (2), 023023, 2023 | 2 | 2023 |
Information thermodynamics of encoding and encoders Y Tian, P Sun Chaos: An Interdisciplinary Journal of Nonlinear Science 32 (6), 2022 | 2 | 2022 |
Robust Explanation for Free or At the Cost of Faithfulness Z Tan, Y Tian Proceedings of the 40th International Conference on Machine Learning, 2023 | 1 | 2023 |
Fast renormalizing the structures and dynamics of ultra-large systems via random renormalization group Y Tian, Y Xu, P Sun arXiv preprint arXiv:2401.15899, 2024 | | 2024 |
Network comparison via encoding, decoding, and causality PS Yang Tian, Hedong Hou, Guangzheng Xu, Ziyang Zhang Physical Review Research 5 (3), 2023 | | 2023 |
Laplacian dynamics of convergent and divergent collective behaviors Y Tian, Y Xu, P Sun Journal of Physics: Complexity 4 (2), 025013, 2023 | | 2023 |
Simplex path integral and renormalization group for high-order interactions A Cheng, P Sun, Y Tian arXiv preprint arXiv:2305.01895, 2023 | | 2023 |
Thermodynamics of percolation in interacting systems Y Xu, P Sun, Y Tian arXiv preprint arXiv:2303.14638, 2023 | | 2023 |
A unified theory of information transfer and causal relation Y Tian, H Hou, Y Wang, Z Zhang, P Sun arXiv preprint arXiv:2204.13598, 2022 | | 2022 |
Self-organized critical dynamics of RNA virus evolution X Ge, K You, Z Tan, H Hou, Y Tian, P Sun arXiv preprint arXiv:2204.08627, 2022 | | 2022 |