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Artificial Intelligence

Q. Vera Liao

With a background in human-computer interaction and AI ethics, Dr. Vera Lioa’s research investigates the risks of emerging AI technologies, and aims to mitigate the risks through responsible development processes and human-centered design interventions. She is particularly interested in promoting transparency of AI technologies (e.g. through explainability, uncertainty and risk communication, and sound evaluation) to ...

Kurt Skifstad

Dr. Skifstad’s focus is on tracking the evolving impact of AI on business models, the entrepreneurial ecosystem, and innovation. He was one of the first PhDs to graduate from the U-M Artificial Intelligence Lab. The first 30 years of his career were spent running venture capital-backed software companies.

Samar Gupta

I am a senior faculty at the University of Michigan Medical School. I am a co-investigator in an NIH-funded trial studying Psoriatic Arthritis. My past academic appointments include Assistant Professor of Medicine at Harvard Medical School and faculty at Boston University. I was a consultant at Brigham and Women’s Hospital in Boston, a major teaching ...

Karthik Ramani

My research focuses on the intersection of translational medicine, device innovation, and clinical trial design, leveraging advanced data science methodologies to improve patient outcomes in nephrology and vascular access. Specifically, I apply machine learning, predictive analytics, and real-world evidence methodologies to enhance the effectiveness of novel medical devices and optimize clinical workflows. My work also ...

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.

Brittany Baur

Early warning systems (EWS) that predict patient outcomes for therapeutic interventions are increasingly being used to make clinical decisions. Predicted events often include outcomes such as unplanned ICU transfer, cardiac arrest, or death. The goal of these models is to provide a timely alert to clinicians so they can intervene and prevent these outcomes from ...

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 ...

Devin Judge-Lord

My work employs a range of methods, with particular contributions in the field of text analysis. By building large open-source datasets and methods to analyze large volumes of political texts, I aim to expand the aspects of policymaking that are open to systematic study. Primarily, I develop methods for integrating human coding of texts with ...

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 ...

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Applications

Steven Abney

Associate Professor, Linguistics, LSA School of Information EECS, College of Engineering (Courtesy)

Yasser Aboelkassem

Assistant Professor, College of Innovation and Technology

Mohamed Abouelenien

Associate Professor, College of Engineering and Computer Science

Peter Adriaens

Professor, Civil and Environmental Engineering, College of EngineeringRoss School of BusinessSchool for Environment and Sustainability

Omar Jamil Ahmed

Assistant Professor, Psychology

Alauddin Ahmed

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Jacob Allgeier

Associate Professor, Department of Ecology and Evolutionary Biology

Patricia Alves-Oliveira

Assistant Professor of Robotics, College of Engineering

M. Reza Amini

Assistant Research Scientist, Naval Architecture and Marine Engineering