News
10/2024: Our work on Robust MPC design titled "Once upon a time step: A closed-loop approach to robust MPC design" has been accepted for publication in the IEEE Transactions on Automatic Control.
07/2024: Aman Kumar joins the group as a PhD student. Aman holds interest in applied mathematics, and will be working at the intersection of optimization, learning, and control.
07/2024: Manoj Kumar joins the group as an UQIDAR PhD student and will be working with Prof. Nan Ye (University of Queensland), Prof. Prashant Palkar, and myself on RL frameworks for combinatorial optimization problems.
07/2024: Kishan joins the group as an UQIDAR PhD student and will be working with Prof. Fred Roosta (University of Queensland), Prof. Prashant Palkar, and myself on AI/ML framework for Mixed Integer Programs.
07/2024: Our ECC paper on "Closed-Loop Identification of Stabilized Models Using Dual Input-Output Parameterization" has been accepted for publication in the 2024 ECC Special Issue of the European Journal of Control.
03/2024: Two of our papers: (a) "Sparse Linear Regression with Constraints: A Flexible Entropy-based Framework" and (b) "Closed-Loop Identification of Stabilized Models Using Dual Input-Output Parameterization" have been accepted into 22nd European Control Conference (ECC) 2024. Kudos to the team!
07/2023: Continuing our work on System Identification from Closed-loop data, we have recently put out a pre-print on the use of Input-Output Parameters in identifying stabilized linear models. See "arXiv" for more details.
07/2023: Our work titled "A Dual System-Level Parameterization for Identification from Closed-Loop Data" has been accepted into IEEE Conference on Decision and Control 2023.
07/2023: I started my new position at IIT-Delhi.
01/2023: Our work on "Towards Efficient Modularity in Industrial Drying: A Combinatorial Optimization Viewpoint" has been accepted into IEEE American Control Conference 2023.