Roger L. McCarthy Professor and Arthur F. Thurnau Professor
Professor of Mechanical Engineering, and
Professor of Electrical Engineering and Computer Science
Director, Automotive Research Center
Editor in Chief, ASME Journal of Computational and Nonlinear Dynamics
University of Michigan, Ann Arbor
Tel: (734) 647-6391
Fax: (734) 647-9379
E-mail: epureanu@umich.edu
Mihai Cimpuieru
Contact Info:
Email- mcimpi@umich.edu
LinkedIn Google Scholar Research Gate
Research Areas:
Mihai Cimpuieru performs research in structural dynamics with a focus on turbomachinery. Currently, he is working on physics-informed neural network techniques to predict blade vibration responses in blisks. He has worked on mistuning ID methods for turbomachinery blisks, on the development of an impact-enhanced resonant vibration absorber for as-manufactured blisks, and on computationally modeling impacts for tuned vibration absorber applications. He obtained his Mechanical Engineering degree with a certificate in Aerospace Engineering from Duke University
Affiliations:
University of Michigan
Keywords:
Turbomachinery, Structural Dynamics, Machine Learning,
James Baxter
Contact Info:
Email- jrbaxter@umich.edu
Research Areas:
James's research areas are estimation, planning, and control for autonomous mobile robotics, and he is specifically focused on developing methods for off-road autonomous vehicles to learn from failure and adapt to new information as they traverse harsh terrain not fully known beforehand.
Affiliations:
University of Michigan
Keywords:
Autonomy, planning, estimation, learning, controls, probabilistic methods, off-road autonomous vehicles
Eugene Kochergin
Contact Info:
Email- eugenk@umich.edu
Research Areas:
Dynamics and controls. Trajectory planning for off-road autonomous vehicles.
Affiliations:
University of Michigan
Keywords:
Koopman, Control, Nonlinear Dynamics, Path Planning
Anirudh Kanchi
Contact Info:
Email- akanchi@umich.edu
Research Areas:
Co-Design of Vehicles and Multi-Agent Autonomy Behaviour.
Affiliations:
University of Michigan
Keywords:
Autonomy, Co-Design Vehicles
Max Nyffenegger
Contact Info:
Email- maxny@umich.edu
Research Areas:
My research is at the intersection of electrochemical and mechanical dynamics. We are looking into lithium-ion battery interactions with mechanical vibrations. The goal is to demonstrate improved battery charging technology.
Affiliations:
University of Michigan
Keywords:
Ultrasound, Lithium-ion battery, Battery performance
Ali Ghadami
Contact Info:
Email- aligha@umich.edu
Research Areas:
My research is on deep learning and multi-agent systems. I am interested in task planning and coordination efficiently with a large group of autonomous agents.
Affiliations:
University of Michigan
Keywords:
Deep learning, autonomous systems, nonlinear dynamics
Soham Purohit
Contact Info:
Email- sohamsp@umich.edu
Research Areas:
Robotics
Affiliations:
University of Michigan
Keywords:
Reinforcement Learning, Multi-Robot Systems, Control Theory
Donghee Lee
Contact Info:
Email- dongheel@umich.edu
Research Areas:
My research focuses on designing a human-robot co-learning framework that enables adaptive collaboration between humans and teams of autonomous agents. The approach integrates deep reinforcement learning and human-robot interaction methods to enhance coordination and shared decision-making in multi-agent environments.
Affiliations:
University of Michigan
Keywords:
Artificial Intelligence, Human-Robot Interaction, Deep Reinforcement Learning
Jaewon Lee
Contact Info:
Email- risiowon@umich.edu
Research Areas:
Jaewon’s research centers on algorithmic approaches for autonomy testing and verification, with a particular emphasis on identifying vulnerabilities in multi-agent systems that demonstrate coordinated team behaviors. His work advances methodologies for the automatic generation of adversarial scenarios in unstructured environments, providing a rigorous framework for evaluating the robustness and reliability of autonomous systems under challenging conditions.
Affiliations:
University of Michigan
Keywords:
Algorithmic autonomy testing and verification, Off-road autonomy, Multi-agent systems
Michael Reynolds
Contact Info:
Email- mwreynol@umich.edu
Research Areas:
My research examines networks of nonlinear systems and how complex behaviors emerge from their interactions. I develop methods to predict, mitigate, and guide these behaviors to improve control and resilience in large-scale dynamical systems.
Affiliations:
University of Michigan
Keywords:
Nonlinear Dynamics, Networked Systems, Turbomachinery
Alexander D. Kripfgans
Contact Info:
Email- kripfgan@umich.edu
Research Areas: Modeling nonlinear contacts using computational and experimental data; computational analysis of tuned vibration absorbers with impact and friction contacts
Affiliations:
University of Michigan
Keywords: Turbomachinery, Nonlinear Dynamics, Structural Dynamics