Baike She

Georgia Institute of Technology — United States

Physics and Astronomy · Physical Sciences

7h-index260citations42works0.82yr avg
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Research Topics

Complex Network Analysis Techniques(17), COVID-19 epidemiological studies(12), Gene Regulatory Network Analysis(10), Opinion Dynamics and Social Influence(10), Mathematical and Theoretical Epidemiology and Ecology Models(9)

Publications42 total

A Physics-Informed Neural Networks-Based Model Predictive Control Framework for $SIR$ Epidemics
IEEE Open Journal of Control Systems·2025Open Access
A Physics-Informed Neural Networks-Based Model Predictive Control Framework for $SIR$ Epidemics
arXiv (Cornell University)·2025Open Access
Learning linearized models from nonlinear systems under initialization constraints with finite data
Automatica·2025· 1 citedOpen Access
Learning Linearized Models from Nonlinear Systems under Initialization Constraints with Finite Data
arXiv (Cornell University)·2025Open Access
Robust Identification and Control of Susceptible–Infected–Removed Epidemics: Sacrificing Optimality for Feasibility
2025Open Access
Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy
arXiv (Cornell University)·2025Open Access
Scalable Distributed Reproduction Numbers of Network Epidemics With Differential Privacy
IEEE Open Journal of Control Systems·2025Open Access
A framework for counterfactual analysis, strategy evaluation, and control of epidemics using reproduction number estimates
PLoS Computational Biology·2024· 4 citedOpen Access
Control of SIR Epidemics: Sacrificing Optimality for Feasibility
arXiv (Cornell University)·2024Open Access
Modeling Model Predictive Control: A Category Theoretic Framework for Multistage Control Problems
2024· 2 cited
Differentially Private Computation of Basic Reproduction Numbers in Networked Epidemic Models
2024· 3 cited
Modeling Epidemic Spread: A Gaussian Process Regression Approach
IEEE Control Systems Letters·2024
Modeling Epidemic Spread: A Gaussian Process Regression Approach
arXiv (Cornell University)·2023Open Access
Characterizing Compositionality of LQR from the Categorical Perspective
2023· 1 cited
Reverse Engineering the Reproduction Number: A Framework for Data-Driven Counterfactual Analysis, Strategy Evaluation, and Feedback Control of Epidemics
arXiv (Cornell University)·2023Open Access
Differentially Private Computation of Basic Reproduction Numbers in Networked Epidemic Models
arXiv (Cornell University)·2023Open Access
Leveraging Opinions and Vaccination to Eradicate Networked Epidemics
2023· 3 cited
Epidemics Spread Over Networks: Influence of Infrastructure and Opinions
2023· 3 cited
Distributed Reproduction Numbers of Networked Epidemics
2023· 5 cited
Modeling Model Predictive Control: A Category Theoretic Framework for Multistage Control Problems
arXiv (Cornell University)·2023· 1 citedOpen Access
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Frequent Co-authors

Philip E. Paré(24), Shreyas Sundaram(13), Matthew Hale(12), Zhen Kan(11), S. S. Mehta(6), C. Ton(4), Humphrey C. H. Leung(4), Bo Chen(4), Calvin Hawkins(4), Tyler Hanks(4), James Fairbanks(4), Lei Xin(3), Ji Liu(2), Emily A. Doucette(2), Shuyang Meng(2), Rebecca L. Smith(2), Ian Pytlarz(2), Zhuocong Li(2), Alex Benvenuti(2), Brandon Fallin(2)