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Yang Tian
Yang Tian
在 mails.tsinghua.edu.cn 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
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
712023
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
182023
Fourier-domain transfer entropy spectrum
Y Tian, Y Wang, Z Zhang, P Sun
Physical Review Research 3 (4), L042040, 2021
132021
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
92022
Bridging the information and dynamics attributes of neural activities
Y Tian, G Li, P Sun
Physical Review Research 3 (4), 043085, 2021
82021
KoopmanLab: machine learning for solving complex physics equations
W Xiong, M Ma, P Sun, Y Tian
APL Machine Learning 1 (3), 036110, 2023
72023
Information evolution in complex networks
Y Tian, G Li, P Sun
Chaos: An Interdisciplinary Journal of Nonlinear Science 32 (7), 2022
42022
Characteristics of the neural coding of causality
Y Tian, P Sun
Physical Review E 103 (1), 012406, 2021
42021
GLIME: General, Stable and Local LIME Explanation
Z Tan, Y Tian, J Li
Thirty-seventh Annual Conference on Neural Information Processing Systems, 2023
32023
Percolation may explain efficiency, robustness, and economy of the brain
Y Tian, P Sun
Network Neuroscience 6 (3), 765-790, 2022
32022
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
22023
Information thermodynamics of encoding and encoders
Y Tian, P Sun
Chaos: An Interdisciplinary Journal of Nonlinear Science 32 (6), 2022
22022
Robust Explanation for Free or At the Cost of Faithfulness
Z Tan, Y Tian
Proceedings of the 40th International Conference on Machine Learning, 2023
12023
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
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