Engineering

Vladimir Dvorkin

My work focuses on decision-making models and algorithms for enhancing planning, operation, and pricing in electric power systems with substantial renewable energy integration and rising AI-driven electricity demand. This involves developing prescriptive analytics—such as decision-focused and physics-informed machine learning models—to manage grid uncertainties, building large-scale equilibrium models to analyze interactions among AI users in the ...

Patricia Alves-Oliveira

Patricia Alves-Oliveira is a researcher and designer focused on the intersection of human-robot interaction, creativity, and artificial intelligence. With a background in psychology, robotics, and cognitive science, she explores how robots can serve as social companions and enhance human creativity. Her work often combines empirical research with innovative design, aiming to create robots that foster ...

Jiaqi Li

Dr. Jiaqi Li’s research interests include industrial decarbonization of materials, such as concrete and hydrogen, for civil and energy infrastructure through the use and generation of renewable energy and carbon capture, utilization, and storage. His research uses in-house experimental results to validate modelling work and uses machine learning tools such as regression, clustering, network analysis, ...

Efe Yamac Yarbasi

Dr. Yarbasi’s expertise lies in uncertainty quantification for complex systems, verification and validation (V&V) processes, robotics, energy systems modeling within smart building infrastructures, and systems engineering. Prior to joining U-M, he collaborated extensively with government and industry on a range of projects, including the development of a surgical endoscopy robot and the energy optimization of ...

Scott Peltier

My research deals with functional MRI data acquisition and analysis. My areas of interest include brain network connectivity; multimodal imaging; real-time fMRI neurofeedback; and the use of multivariate and data-driven analysis techniques, including machine learning.

Benjamin Goldstein

Benjamin Goldstein is Assistant Professor of Environment and Sustainability and head of the Sustainable Urban-Rural Futures (SURF) lab. The SURF Lab (www.surf-lab.ca) studies and emphasizes urban sustainability at multiple scales. Through his work at the SURF Lab, Benjamin helps understand how urban processes and urban form drive the consumption of materials and energy in cities ...

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 ...

Carol Menassa

My group’s research focuses on understanding and modeling the interconnections between human experience and the built environment. We design autonomous systems that support wellbeing, safety and productivity of office and construction workers, and provides them opportunities for lifelong learning and upskilling. In all research projects, we work hard to ensure that the results are inclusive ...

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 ...

Search

Affiliation Type

Methodologies

Applications

Yasser Aboelkassem

Assistant Professor, College of Innovation and Technology

Peter Adriaens

Professor, Civil and Environmental Engineering, College of Engineering Ross School of Business School for Environment and Sustainability

Carlos Aguilar

Assistant Professor, Biomedical Engineering

Alauddin Ahmed

,

Hyun-soo Ahn

Professor, Technology and Operations, Ross School of Business Supply Chain Management

Raed Al Kontar

Associate Professor, Industrial and Operations Engineering, College of Engineering

Todd Allen

Professor, Nuclear Engineering & Radiological Sciences

Mark Allison

Associate Professor, Computer Science, Engineering and Physics

Patricia Alves-Oliveira

Assistant Professor of Robotics, College of Engineering