Kimberly J. Chan

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 5

Top Topics

Optimal Control

Top Venues

IEEE Trans. Control. Syst. Technol.

Publications

Diogo Rodrigues, Kimberly J. Chan, Ali Mesbah
Data-Driven Adaptive Optimal Control Under Model Uncertainty: An Application to Cold Atmospheric Plasmas. IEEE Trans. Control. Syst. Technol. 31 (1) (2023)
Kimberly J. Chan, Georgios Makrygiorgos, Ali Mesbah
Towards Personalized Plasma Medicine via Data-Efficient Adaptation of Fast Deep Learning-based MPC Policies. ACC (2023)
Kimberly J. Chan, Joel A. Paulson, Ali Mesbah
Safe Explorative Bayesian Optimization - Towards Personalized Treatments in Plasma Medicine. CDC (2023)
Yajie Bao, Kimberly J. Chan, Ali Mesbah, Javad Mohammadpour Velni
Learning-based Adaptive-Scenario-Tree Model Predictive Control with Probabilistic Safety Guarantees Using Bayesian Neural Networks. ACC (2022)
Kimberly J. Chan, Joel A. Paulson, Ali Mesbah
Deep Learning-based Approximate Nonlinear Model Predictive Control with Offset-free Tracking for Embedded Applications. ACC (2021)