3 papers
math.OC2025
Universal differential equations for optimal control problems and its application on cancer therapy
Wenjing Zhang, Wandi Ding, Huaiping Zhu
This paper highlights a parallel between the forward backward sweeping method for optimal control and deep learning training procedures. We reformulate a classical optimal control…
math.AP2024
Optimal control of treatment in a free boundary problem modeling multilayered tumor growth
Xinyue Evelyn Zhao, Yixiang Wu, Rachel Leander +2
We study the optimal control problem of a free boundary PDE model describing the growth of multilayered tumor tissue in vitro. We seek the optimal amount of tumor growth inhibitor…
cs.CY2023
Towards Trustworthy Artificial Intelligence for Equitable Global Health
Hong Qin, Jude Kong, Wandi Ding +14
Artificial intelligence (AI) can potentially transform global health, but algorithmic bias can exacerbate social inequities and disparity. Trustworthy AI entails the intentional de…