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Brittany Baur

My research focus is on understanding the impact clinical decision-making and interventions have on patient outcomes. In a clinical environment, it can be difficult to know if decisions such as ICU triage are benefitting patients as expected. These decisions are not made randomly, and patients more likely to go to the ICU are also more ...

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 ...

Karen Smith

I work in algebraic geometry, especially over finite fields. The set of points on an algebraic variety over particular subfields forms an interesting sequence of data sets. Studying it may, I hope, unlock some secrets of algebraic curves or surfaces or higher dimensional objects. I am also interested in connecting statistical forms of AI (machine ...

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 ...

Henning Silber

My research focuses on quantitative social research methodology, and I use machine learning to identify bias in social science data, especially due to measurement and nonresponse error, and to process unstructured data. I also use LLMs for the classification of text data, and explore strategies to use AI in questionnaire design. I first started to ...

Haojie Zhu

Haojie Zhu’s research centers on identifying genetic and non-genetic biomarkers associated with the pharmacokinetics and pharmacodynamics of various therapeutic agents through an integrated multi-omics approach, including genomics, proteomics, and metabolomics. He is also focused on utilizing these biomarkers to develop statistical and machine-learning models aimed at individualizing pharmacotherapy

Patricia Alves-Oliveira

I lead Robot Studio, a Research lab in the Robotics Department of the University of Michigan. Our work is focused on democratizing health and arts with social robots. We develop human-centered robot systems that enhance the quality of life and that promotes creativity. Our lab is interdisciplinary, composed of researchers from computer science, engineering, information ...

Xiaofan Liang

My research focused on using computational approaches and spatial and social network methods to advance understanding and solutions for contemporary urban challenges. My current research has two themes: 1) examining how urban network infrastructure (e.g., transportation, social, or digital infrastructure) can simultaneously be inclusive and exclusive, offering connectivity and access for certain populations, places, or ...

Katherine Brumberg

Katherine Brumberg’s research focuses on matching and stratification methods in observational studies. Her main contributions have been in developing new methods for optimizing the balance of covariates between the treated and control groups using approximation algorithms to solve intractable integer programs. She applies this research in healthcare and social science domains and has a particular ...

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Andrew J. Admon, MD, MPH, MSc

Clinical Lecturer, Department of Internal Medicine

Peter Adriaens

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

Mahesh Agarwal

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

Carlos Aguilar

Assistant Professor, Biomedical Engineering

Raed Al Kontar

Associate Professor, Industrial and Operations Engineering, College of Engineering

Jacob Allgeier

Associate Professor, Department of Ecology and Evolutionary Biology

George Alter

Research Professor, Institute for Social Research Population Studies Center

Patricia Alves-Oliveira

Assistant Professor of Robotics, College of Engineering

Sardar Ansari

Assistant Professor, Emergency Medicine