Jared F. Miller

Convex Optimization, Nonlinear Systems, Control Theory

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I am a Postdoctoral Researcher at the Chair of Mathematical Systems Theory, University of Stuttgart under the direction of Prof. Carsten Scherer. My thesis topic involved peak estimation and safety analysis (e.g. speed of a car, height of an aircraft, distance to an obstacle) 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 optimization and 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 was previously a Postdoctoral Researcher at the Automatic Control Lab, ETH Zurich, in the research group of Prof. Roy S. Smith.

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

Sep 5, 2025 I was awarded a Best Poster Award (juried) at the 2025 Swiss CLOCK Summit for Are Optimal Pulse Patterns Optimal? (joint work with Petros Karamanakos and Tobias Geyer). This work will be presented at the Conference on Decision and Control in Rio de Janiero.
Sep 2, 2025 Our paper about peak estimation of hybrid systems was accepted for publication by Automatica.
Jul 13, 2025 Our work about convergence and robustness analysis of distributed and asynchronous shortest-path algorithms is now on ArXiv (joint work with Mattia Bianchi and Florian Dorfler).
Jun 19, 2025 Our paper about network-independent passivity conditions for grid-forming control is now on ArXiv (joint work with Maitraya Desai, Xiuqiang He, Roy S. Smith, Gabriela Hug).
Jun 17, 2025 I will be presenting research about data-driven structured control on European Control Conference on Wednesday, June 25, 2025 (joint work with Jaap Eising, Florian Dorfler, Roy S. Smith).

selected publications

Theses

  1. PhD
    Safety Quantification for Nonlinear and Time-Delay Systems using Occupation Measures
    Miller, Jared
    2023

Journal Articles

  1. TAC
    Analysis of Input-Affine Dynamical Systems using Parameterized Robust Counterparts
    Miller, Jared, and Sznaier, Mario
    IEEE Transactions on Automatic Control 2025
  2. TAC
    Robust Data-Driven Control of Discrete-Time Linear Systems with Errors in Variables
    Miller, JaredDai, Tianyu, and Sznaier, Mario
    IEEE Transactions on Automatic Control 2024
  3. TAC
    Bounding the Distance to Unsafe Sets with Convex Optimization
    Miller, Jared, and Sznaier, Mario
    IEEE Transactions on Automatic Control 2023
  4. LCSS
    Data-Driven Gain Scheduling Control of Linear Parameter-Varying Systems using Quadratic Matrix Inequalities
    Miller, Jared, and Sznaier, Mario
    IEEE Control Systems Letters 2022

Conference Articles

  1. CDC
    Peak Estimation for Uncertain and Switched Systems
    Miller, JaredHenrion, DidierSznaier, Mario, and Korda, Milan
    In 60th IEEE Conference on Decision and Control (CDC) 2021