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Mechanical Engineering

Bogdan Ioan Popa

Complex media such as biological tissue have complicated anisotropic physical properties (e.g. stiffness tensor, Willis coupling tensors) that depend on direction and are important to measure. For example, they may inform on the tissue health. We probe complex media with mechanical waves and process the scattered fields to learn the media dynamics using an array ...

James Ashton-Miller

By combining our analysis of published Olympic data on the reaction times of ~200 male and ~200 female sprinters at the Olympic Games with our own published biomechanical data on sex differences in the rates of developing ankle muscle strength, we identified a flaw in the way Omega measured the reaction times of female Olympic ...

Hugo Gonzalez Villasanti

Systems theory and artificial intelligence tools for cyber-physical and human systems.

Lauro Ojeda

With over 25 years of experience in inertial sensing, sensor data fusion, Kalman filtering, localization, motion tracking, biomechanics, and human gait analysis, Lauro Ojeda brings a wealth of knowledge and expertise to these fields. His pioneering research in foot tracking has been instrumental in advancing unrestricted gait analysis, driven by ongoing collaborations with various departments ...

Kira Barton

The focus of the Barton Research Group lies at the intersection of smart manufacturing, robotics, and intelligent controls. Research in my group focuses on the development of cooperative and learning-based methods to harness information from complex systems to improve understanding and enhance the performance of these systems. Our research combines data-based learning with fundamental physics ...

Kazuhiro Saitou

Dr. Kazuhiro Saitou’s research areas are computational design, manufacturability-driven structural topology optimization, multi-material, multi-process, multi-component structural topology optimization (M^3 TO), computational optimal synthesis of structural assemblies, and physics-informed AI for structural and assembly optimization.

Chenhui Shao

The overarching goal of my research is to develop innovative data science methodologies that enable responsive, optimal, and intelligent decision-making in manufacturing. My work focuses on three interconnected research thrusts: (1) online process control and non-destructive evaluation, (2) cost-effective, scalable, and generalizable machine learning, and (3) multi-modal data fusion. By integrating advanced data science tools ...

David Kwabi

We study and develop electrochemical devices containing organic materials for applications in grid energy storage and chemical separations (e.g., CO2 capture and nitrogen recovery). A critical aspect of our work involves discerning the impact of chemical reactions as well as mass and charge transport processes on device-level performance metrics. To accomplish this goal, we often ...

Angela Violi

The Violi Lab carries out cross-disciplinary research at the intersection of nanoscience and data science. By integrating machine learning techniques with molecular simulations, the team strives to unravel fundamental scientific principles while tackling practical problems in material science, healthcare, and environmental sustainability. Their methodological toolkit encompasses various cutting-edge approaches: active learning and Bayesian experimental design ...

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Alauddin Ahmed

Associate Research Scientist, Mechanical Engineering, College of Engineering

James Ashton-Miller

Research Professor, Institute of Gerontology, Medical School

Research Professor of Biomedical Engineering, College of Engineering and Medical School; Research Professor of Mechanical Engineering, College of Engineering; Research Professor of Kinesiology, School of Kinesiology

Mihaela (Miki) Banu

Professor of Mechanical Engineering, College of Engineering

Kira Barton

Professor of Mechanical Engineering, College of Engineering

Professor of Robotics, College of Engineering

Lei Chen

Associate Professor of Mechanical Engineering, College of Engineering and Computer Science, University of Michigan - Dearborn

Karthik Duraisamy

Professor of Aerospace Engineering, College of Engineering

Professor of Mechanical Engineering, Professor of Nuclear Engineering and Radiological Sciences, College of Engineering

Bogdan I. Epureanu

Professor of Mechanical Engineering, College of Engineering

Professor of Electrical Engineering and Computer Science; Director Academic Program, Automotive Research Center, College of Engineering

Vikram Gavini

Professor of Mechanical Engineering, College of Engineering

Professor of Materials Science and Engineering, College of Engineering

Hugo Gonzalez Villasanti

Assistant Professor of Mechanical Engineering, College of Engineering