The papers on Safe Dose Delivery in Fast Sampling Atmospheric Plasmas Using Projection-Based Approximate Economic MPC, Stochastic MPC with Adaptive Chance Constraints based on Empirical Cumulative Distribution, A Polynomial Chaos Expansion Toolbox for Matlab, and Fast Probabilistic Uncertainty Quantification and Sensitivity Analysis of a Mars Life Support System Model have been accepted for presentation at the IFAC World Congress 2020.
Journal Publication
The paper on deep learning for classification of the chemical composition of particle defects on semiconductor wafers has been accepted for publication in IEEE Transactions on Semiconductor Manufacturing.
Welcome Kimberly, Ketong, and Victor!
Kimberly Chan, Ketong Shao, and Victor Miller have joined the Mesbah Lab as Graduate Student Researchers! Welcome Kimberly, Ketong, and Victor!
Invited Session
Open Invited Track on “Machine Learning and Model Predictive Control” at the IFAC World Congress 2020.
Funding
Ali is Co-PI on a recently funded DOE Fusion Energy Sciences Center for Low Temperature Plasma Interactions with Complex Surfaces.
Congratulations Jingwei!
Jingwei is a recipient of the the 2018-2019 Donald F. & Mildred Topp Othmer Scholarship Award.
Congratulations Angelo!
Angelo received the Outstanding Teaching Assistant award for his work with CBE 162: Dynamics and Control of Chemical Processes during the Spring 2019 semester.
Welcome Diogo!
Diogo Rodrigues is joining the Mesbah Lab as a Postdoctoral Researcher. Welcome Diogo!
Journal Publication
The paper on fast uncertainty quantification for dynamic flux balance analysis using non-smooth polynomial chaos expansions has been accepted for publication in PLOS Computational Biology.
Journal Publication
The paper on sim-to-real transfer reinforcement learning for control of thermal effects of an atmospheric pressure plasma jet has been accepted for publication in Plasma Sources Science and Technology.
Congratulations Joel!
Former postdoctoral scholar Joel Paulson joined Ohio State University as an Assistant Professor in the Department of Chemical and Biomolecular engineering.
Funding
NSF will fund our research on distributed predictive control of cold atmospheric microplasma jet arrays for materials processing.
Journal Publication
The paper on predictive control of two-dimensional spatial thermal dose delivery in atmospheric pressure plasma jets has been accepted for publication in Plasma Sources Science and Technology.
Journal Publication
The paper on online model discrimination for model predictive control with active learning for stochastic systems with structural model uncertainty has been accepted for publication in Computers and Chemical Engineering.
Congratulations George!
George has been awarded with the 2018 Walters Prize for contributing to the best paper published from the Journal of Non-Newtonian Fluid Mechanics.
Journal Publication
The perspective paper on machine learning for modeling, diagnostics, and control of non-equilibrium plasmas has been accepted for publication in the Journal of Physics D.
Invited Talk
Ali will deliver an invited talk on "Perspectives on Applications of Machine Learning for Modeling, Diagnostics, and Control of Cold Atmospheric Plasmas" at the International Conference on Data Driven Plasma Science.
Journal Publication
The paper on machine learning for real-time diagnostics of cold atmospheric plasma sources has been accepted for publication in IEEE Transactions on Radiation and Plasma Medical Sciences.
Journal Publication
The review paper on input design for active fault diagnosis has been accepted for publication in Annual Reviews in Control.
Invited Session
Invited session on "Advances in Stochastic and Set-Based Control and Estimation" at DYCOPS 2019.