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Mathematical and Statistical Modeling

Scott Hummel

My career aim is to improve clinical outcomes and quality of life in older patients with heart failure (HF), with a primary focus on practical dietary interventions for prevention and treatment. I led the first NIH-funded dietary intervention study in heart failure with preserved ejection fraction (HFpEF) and the first NIH-funded study of nutritional support ...

Dae Woong Ham

Since 2022 during my PhD days, I have had a close collaboration with the Netflix experimentation team. In particular, given the rise of A/B testing, Netflix needed a new statistical method that allowed them to terminate experiments earlier, i.e., run many experiments faster and better. In my recent papers, where I worked directly with Netflix ...

Christoforos Mavrogiannis

One of my favorite research projects involves the development of algorithms for socially aware robot navigation, the problem of enabling a robot to traverse crowded human environments while accounting for human safety and comfort. One of my most exciting moments has been the formalization of the coupling between human and robot motion in crowded environments ...

Abby Hutson

(I think I talk enough about my most interesting projects in other areas of this application, so I will not repeat them here) Before joining the University of Michigan, I spent all of my research career studying meteorology, specifically severe and tornadic thunderstorms. A majority of my research was done at at the storm-scale, or ...

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 ...

Ravi Allada

Understanding why we sleep remains one of the most enduring mysteries in science. A core feature of sleep is its homeostatic regulation, i.e., waking experience drives subsequent sleep. Here we are investigating the molecular basis of the sleep homeostat: 1) how does the homeostat sense waking signals? 2) How does the homeostat trigger sleep? 3) ...

Anders Kiledal

I use omics techniques to study Lake Erie cyanobacterial harmful algal blooms (cHABs) and work with collaborators from the medical school to study the effects of graft versus host disease on intestinal microbes following bone marrow transplant. One of my major projects is the Great Lakes Atlas of Multi-omics Research (GLAMR) database, which seeks to ...

Megan Killian

The long-term goal of my research program is to discover therapeutic targets, including druggable therapies and rehabilitative strategies, that promote tendon and enthesis regeneration. My research portfolio includes the development of pre-clinical and translational models to study the development, injury, and healing of the tendon enthesis. Our work also integrates imaging based tools (nanocomputed tomography; ...

Oshin Tyagi

Dr. Oshin Tyagi has an MS and PhD from Texas A&M University in Industrial engineering. Her core research interests are in understanding, assessing, and supporting human physical capabilities in critical contexts (e.g., states of fatigue/stress and in high-risk environments), using emerging techniques in Neuroergonomics and occupational biomechanics. Her research work primarily focuses on uncovering sex-specific ...

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Keith Aaronson, MD

MD, Collegiate Professor of Cardiovascular Medicine, Professor of Internal Medicine, Michigan Medicine Cardiology Clinic | Cardiovascular Center

Yasser Aboelkassem

Assistant Professor, College of Innovation and Technology

Mahesh Agarwal

Associate Professor, Mathematics and Statistics, College of Arts, Sciences, and Letters

Hyun-soo Ahn

Professor, Technology and Operations, Ross School of BusinessSupply Chain Management

Mojtaba Akhavan-Tafti

Research Faculty, CLaSP

Raed Al Kontar

Associate Professor, Industrial and Operations Engineering, College of Engineering

Fadhl Alakwaa

Research Investigator, Neurology

Silas Alben

Professor, Mathematics

Ravi Allada

Professor, Anesthesiology/Michigan Neuroscience Institute