Give

Networks

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 ...

Michele Peruzzi

I work on the development of interpretable and scalable methods and software for the analysis of spatial data, with applications to ecology, environmental sciences, remote sensing, as well as “omics” multiplexed imaging data. I am primarily interested in three main areas: (1) methods development for spatial multivariate data; (2) scientific applications of Bayesian methods for ...

Jiasi Chen

One project my group worked on is cost-efficient use of large language models (LLMs). Recently, there has been a proliferation of LLMs by multiple providers, each with different inference accuracy, monetary cost, and latency. If a user has a finite monetary budget and wants to use LLMs to solve a series of problems, how should ...

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 ...

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 ...

Xiao Zhang

I am an Assistant Professor in the Department of Computer and Information Science at the University of Michigan-Dearborn, where I lead the Trustworthy AIoT Lab (TAI Lab). Before joining UM-Dearborn, I was a Postdoctoral Associate at Duke University. I obtained my Ph.D. degree in the Computer Science and Engineering at Michigan State University, my M.S. ...

Search

Affiliation Type

Methodologies

Applications

Eytan Adar

Associate Professor, School of InformationEECS, College of Engineering

Peter Adriaens

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

Raed Al Kontar

Associate Professor, Industrial and Operations Engineering, College of Engineering

Fadhl Alakwaa

Research Investigator, Neurology

Veera Baladandayuthapani

Professor, Biostatistics, School of Public Health

Laura Balzano

Associate Professor, EECS, College of Engineering

Adriene Beltz

Assistant Professor, Psychology, LSA

Saif Benjaafar

Seth Bonder Collegiate Professor and Professor of Industrial and Operations Engineering, Industrial and Operations Engineering

Sol Bermann

Chief Information Security Officer, Executive Director - Information Assurance, Information and Technology Services