袁冰

单位

集智科学研究中心

教育背景

• 1993-1996，硕士，华中科技大学，固体电子学系，电子材料与元器件专业
• 1989-1996，本科，华中科技大学，固体电子学系，电子材料与元器件专业

研究兴趣

因果涌现，复杂系统多尺度自动建模，因果科学，机器学习

学术论文

Bing Yuan, Jiang Zhang, Aobo Lyu, et al. Emergence and Causality in Complex Systems: A Survey of Causal Emergence and Related Quantitative Studies. Entropy, 2024, 26(2024): 108

Jiang Zhang, Ruyi Tao, K. Leong, et al. Dynamical reversibility and a new theory of causal emergence based on SVD. npj Complexity, 2024, 2(1): 3

Mingzhe Yang, Zhipeng Wang, Kaiwei Liu, et al. Finding emergence in data by maximizing effective information. National Science Review, 2024, nwae279

Kaiwei Liu, Bing Yuan, Jiang Zhang. An Exact Theory of Causal Emergence for Linear Stochastic Iteration Systems. Entropy, 2024, 26(8): 618

Lyu, A., Yuan, B., Deng, O., Yang, M., Clark, A., & Zhang, J. (2023). System Information Decomposition.

Kaiwei Liu, Linli Pan, Zhipeng Wang, et al. SVD-based Causal Emergence for Gaussian Iterative Systems. arXiv:2502.08261, 2025

学术会议

2024.05， 第八届中国系统科学大会，口头报告

导师及合作者

张江，王志鹏，杨明哲，刘凯威，荣英淇，吕奥博，梁京昊，崔鹏，牟牧云，陶如意