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 interested in the collective motion of multi agent systems, such as schooling of fish and flocking of birds, which can be applied to distributed sensor networks, unmanned aerial vehicles, and opinion/crowd dynamics on social networks.

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 91 indexed publications in the subjects of Physics and Astronomy, Mathematics, Engineering.

Shangjia Dong, Xinyu Gao, Ali Mostafavi, Jianxi Gao, Utkarsh Gangwal
Reliability Engineering and System Safety
, 232
, 2023
.
Jin Zhu Yu, Mincheng Wu, Gisela Bichler, Felipe Aros-Vera, Jianxi Gao
Entropy
, 25
, 2023
.
Xiangyi Meng, Yulong Cui, Jianxi Gao, Shlomo Havlin, Andrei E. Ruckenstein
Physical Review Research
, 5
, 2023
.
Chao Yang Chen, Dingrong Tan, Xiangyi Meng, Jianxi Gao
Scientific Reports
, 12
, 2022
.
Omar Malik, Xiangyi Meng, Shlomo Havlin, Gyorgy Korniss, Boleslaw Karol Szymanski, Jianxi Gao
Communications Physics
, 5
, 2022
.
Mincheng Wu, Jiming Chen, Shibo He, Youxian Sun, Shlomo Havlin, Jianxi Gao
Communications Physics
, 5
, 2022
.
Shangjia Dong, Xinyu Gao, Ali Mostafavi, Jianxi Gao
Communications Earth and Environment
, 3
, 2022
.
Lu Zhong, Mamadou Diagne, Qi Wang, Jianxi Gao
Humanities and Social Sciences Communications
, 9
, 2022
.
Chao Yang Chen, Yang Zhao, Huanmei Qin, Xiangyi Meng, Jianxi Gao
Physica A: Statistical Mechanics and its Applications
, 604
, 2022
.
Huixin Zhang, Qi Wang, Weidong Zhang, Shlomo Havlin, Jianxi Gao
Nature Ecology and Evolution
, 6
, 2022
, pp.1524-1536
.

View All Scopus Publications

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