Jianxi Gao

About

Jianxi Gao is working in the area of network science, especially on network resilience, robustness, and control. His research is focused on using network theory, control theory, statistic physics, and operation research to understand, predict, and ultimately control the resilience, cascading failures of complex systems. He is also working on the intersection between network science and AI, including network science for AI and AI for network science.

Research

Our research focuses on developing network science tools to understand complex systems’ structure and dynamics, including robustness, resilience, and control, with applications in infrastructure, society, technology, and the environment.

Primary Research Focus
Network Science and Machine Learning;
Other Focus Areas

We are exploring interdisciplinary research directions about complex networks. For example, neural architecture search and neural network model selection using network science tools, quantum communication networks, the dynamics and structure of networks with incomplete information, resilience and polarization in social networks, infrastructural network failures due to natural disasters, and COVID-19-related research.

Publications

The following is a selection of recent publications in Scopus. Jianxi Gao has 105 indexed publications in the subjects of Physics and Astronomy, Mathematics, Engineering.

Xinqi Hu, Gaogao Dong, Kim Christensen, Hanlin Sun, Jingfang Fan, Zihao Tian, Jianxi Gao, Shlomo Havlin, Renaud Lambiotte, Xiangyi Meng
Science Advances
, 11
, 2025
.
Shiyan Liu, Mingyang Bai, Shengmin Guo, Jianxi Gao, Huijun Sun, Zi You Gao, Daqing Li
PNAS Nexus
, 4
, 2025
.
Mingxue Guo, Tingting Zhao, Jianxi Gao, Xin Meng, Ziyou Gao
Patterns
, 2025
.
Tianlei Zhu, Xin Yang, Zhiao Ma, Jianxi Gao, Jianjun Wu
Transport Policy
, 163
, 2025
, pp.1-13
.
Chang Liu, Fengli Xu, Chen Gao, Zhaocheng Wang, Yong Li, Jianxi Gao
Nature Communications
, 15
, 2024
.
Tao Wu, Xiangyun Gao, Feng An, Xiaotian Sun, Haizhong An, Zhen Su, Shraddha Gupta, Jianxi Gao, Jürgen Kurths
Nature Communications
, 15
, 2024
.
Guangwei Wang, Xueming Liu, Ying Xiao, Ye Yuan, Linqiang Pan, Xiaohong Guan, Jianxi Gao, Hai Tao Zhang
Engineering
, 2024
.
Jianxi Gao
Nature Physics
, 20
, 2024
, pp.184-185
.
Chunheng Jiang, Zhenhan Huang, Tejaswini Pedapati, Pin Yu Chen, Yizhou Sun, Jianxi Gao
Nature Communications
, 15
, 2024
.

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