Kimberly J. Chan

According to our database, Kimberly J. Chan authored at least 5 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Data-Driven Adaptive Optimal Control Under Model Uncertainty: An Application to Cold Atmospheric Plasmas.

Diogo Rodrigues, Kimberly J. Chan, Ali Mesbah

IEEE Trans. Control. Syst. Technol., 2023

Safe Explorative Bayesian Optimization - Towards Personalized Treatments in Plasma Medicine.

Kimberly J. Chan, Joel A. Paulson, Ali Mesbah

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

Towards Personalized Plasma Medicine via Data-Efficient Adaptation of Fast Deep Learning-based MPC Policies.

Kimberly J. Chan, Georgios Makrygiorgos, Ali Mesbah

Proceedings of the American Control Conference, 2023

2022

Learning-based Adaptive-Scenario-Tree Model Predictive Control with Probabilistic Safety Guarantees Using Bayesian Neural Networks.

Yajie Bao, Kimberly J. Chan, Ali Mesbah, Javad Mohammadpour Velni

Proceedings of the American Control Conference, 2022

2021

Deep Learning-based Approximate Nonlinear Model Predictive Control with Offset-free Tracking for Embedded Applications.

Kimberly J. Chan, Joel A. Paulson, Ali Mesbah

Proceedings of the 2021 American Control Conference, 2021