Jared F. Miller
Convex Optimization, Nonlinear Systems, Control Theory
I am a Postdoctoral Researcher at the Automatic Control Lab, ETH Zurich, in the research group of Prof. Roy S. Smith. My thesis topic involved peak estimation and safety analysis (e.g. speed of a car, height of an aircraft, distance to an obstacle) through the use of occupation measures (interview). Another branch of research involves data-driven control, including when the system is contaminated with a combination of input, measurement, and process noise (such as flying a drone with faulty motors and sensors on a windy day). I am also interested in renewable energy integration, and am therefore learning about power systems and power electronics.
I received a Bachelors (EE) and a Masters (EE/CE) degree from Northeastern University in 2018, and a PhD (EE) degree from Northeastern University in 2023 (advised by Mario Sznaier). I have always been interested in applied mathematics, and was introduced to control theory and sparsity during my co-op at ASML (Veldhoven, NL) in 2016. I learned about convex optimization as part of Mario Sznaier’s course Big Data, Sparsity, and Control in 2017, for which I later became a teaching assistant.
news
Jul 27, 2024 | 3 papers were accepted to the 63rd IEEE CDC |
---|---|
Jul 26, 2024 | I will be attending the Polynomial Optimization for Nonlinear Dynamics: Theory, Algorithms, and Applications workshop at the Mathematisches Forschungsinstitut Oberwolfach from July 28-August 2, 2024. |
Jul 18, 2024 | Our work on Peak Estimation of Rational Dynamical Systems (with R. S. Smith) was published by the European Journal of Control. |
Jul 10, 2024 | I presented work about Data-Driven Control under Quantization (with J. Zheng, M. Sznaier, and C. Hixenbaugh) at the 2024 American Control Conference in Toronto. |
Jun 13, 2024 | Our work about Data-Driven Safe Control of Discrete-Time Non-Linear Systems (with Jian Zheng and Mario Sznaier) was published by the IEEE Control Systems Letters. |