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Graph-Based Methods and Networks

Wei Lu

Wei Lu is the James R. Mellor Professor of Engineering, and Professor in the Electrical Engineering and Computer Science department at the University of Michigan – Ann Arbor. His research interest includes in-memory computing systems, neuromorphic computing systems, resistive-random access memory (RRAM) and memristor devices, and neuro-inspired algorithms. Specifically, he is interested in efficient computing ...

Ke Sun

My research centers around developing innovative methodologies for ambient intelligence by designing intelligent mobile, wearable, and IoT systems. Leveraging advanced data science tools, my work integrates machine learning, deep neural networks, and multimodal signal processing techniques to interpret complex sensor data. My methodological approaches include supervised and self-supervised representation learning, sensor fusion, knowledge-guided model optimization, ...

Jian Kang

Professor Jian Kang’s research lies at the forefront of data science in biostatistics, with a strong emphasis on developing and applying advanced Bayesian and machine learning methodologies to extract insights from complex biomedical data. His work integrates statistical rigor with computational innovation to address high-dimensional, structured, and noisy data commonly encountered in public health, neuroscience, ...

Muneesh Tewari

One of our projects, which is a collaboration with Dr. Sung Won Choi's lab and others, is aimed at finding new ways for personalized prediction of side effects of a new cancer therapy called CAR-T cell therapy. This is a potentially life-saving therapy that can also have serious side effects, including one called cytokine release ...

Oliver Kripfgans

My colleague Dr. Chan and I have introduced a high-frequency miniature ultrasound probe for cross-sectional imaging of oral soft tissues which has attracted great interest by the dental community. Ultrasound will revolutionize dentistry which is currently unable to adequately image soft tissue. It may become an objective diagnostic tool to quantify soft tissue inflammation and ...

Ben Dantzer

I have studied the behavior and physiology of wild animals in the Canadian Yukon, the Kalahari desert, and the wilds of southwestern Ohio or northern Michigan. I enjoy taking a longitudinal approach to my scientific questions where we study individual animals over long periods of time. This allows us to understand how animals respond to ...

SangHyun Lee

My research focuses on maximizing the performance of people through technologies like wearables, robotics, and automation. Particularly, I apply signal processing techniques, computer vision, deep learning models, and large multi-modal models to better understand people performances in construction and built environments. My research is interdisciplinary, drawing from fields such as physiology, biomechanics, psychology, and behavioral ...

Steven Ceron

My projects span from the micro-scale to the macro-scale. On the microrobotics side, I have microrobot swarms composed of 300-micron diameter magnetic disks in a fluid that can be actuated with an oscillating magnetic field. Our goal is to eventually use future versions of these microrobot swarms for biomedical applications, where groups of microrobots could ...

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 ...

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Eytan Adar

Professor, Information, School of Information

Professor, Electrical Engineering and Computer Science, College of Engineering

Peter Adriaens

Professor of Civil and Environmental Engineering, College of Engineering

Professor of Environment and Sustainability, School for Environment and Sustainability

Raed Al Kontar

Associate Professor of Industrial and Operations Engineering, College of Engineering

Fadhl Alakwaa

Assistant Research Scientist, Internal Medicine - Nephrology, Medical School

Veera Baladandayuthapani

Professor of Biostatistics, School of Public Health

Professor of Computational Medicine and Bioinformatics, Medical School

Laura Balzano

Associate Professor of Electrical Engineering and Computer Science, College of Engineering

Associate Professor of Statistics, College of Literature, Science, and the Arts

Kira Barton

Professor of Mechanical Engineering, College of Engineering

Professor of Robotics, College of Engineering

Brittany Baur

Assistant Research Scientist of Emergency Medicine, Medical School

Adriene Beltz

Professor of Psychology, College of Literature, Science, and the Arts