B. She

activity

20212026

most citedOn a Network SIS Epidemic Model with Cooperative and Antagonistic Opinion Dynamics

82 citations · 118 across the 15 of their papers we have counts for

collaborators

Showing 2025Show all

3 papers · 1 filter

cs.LG2025

A Physics-Informed Neural Networks-Based Model Predictive Control Framework for $S I R$ Epidemics

Aiping Zhong, Baike She, Philip E. Paré

This work introduces a physics-informed neural networks (PINNs)-based model predictive control (MPC) framework for susceptible-infected-recovered ( $S I R$ ) spreading models. Existing…

stat.ML2025

Learning Linearized Models from Nonlinear Systems under Initialization Constraints with Finite Data

Lei Xin, Baike She, Qi Dou +2

The identification of a linear system model from data has wide applications in control theory. The existing work that provides finite sample guarantees for linear system identifica…

eess.SY2025★ 1 cited

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy

Bo Chen, Baike She, Calvin Hawkins +2

Reproduction numbers are widely used for the estimation and prediction of epidemic spreading processes over networks. However, conventional reproduction numbers of an overall netwo…

A Physics-Informed Neural Networks-Based Model Predictive Control Framework for SIR Epidemics

Learning Linearized Models from Nonlinear Systems under Initialization Constraints with Finite Data

Scalable Distributed Reproduction Numbers of Network Epidemics with Differential Privacy

A Physics-Informed Neural Networks-Based Model Predictive Control Framework for $S I R$ Epidemics