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Graph-Based Methods

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 ...

Geoffrey Siwo

My research is driven by a strong belief that abstracting complex scientific problems into computational problems has the power to accelerate the speed of scientific discovery and change who, here and how scientific discoveries are made and translated into practical solutions. I apply this principle to integrate computational techniques such as machine learning and artificial ...

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 ...

Bernadette Bucher

Bernadette Bucher is an Assistant Professor in the Robotics Department at University ofMichigan. She leads the Mapping and Motion Lab which focuses on learning interpretable visual representations and estimating their uncertainty for use in robotics, particularly mobile manipulation. Her work has been recognized by a Best Paper Award in Cognitive Robotics at ICRA 2024 and ...

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 ...

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 ...

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 ...

Jiaqi Li

Dr. Jiaqi Li’s research interests include industrial decarbonization of materials, such as concrete and hydrogen, for civil and energy infrastructure through the use and generation of renewable energy and carbon capture, utilization, and storage. His research uses in-house experimental results to validate modelling work and uses machine learning tools such as regression, clustering, network analysis, ...

Tomer Stern

Our lab is dedicated to understanding the complex choreography of cells as they organize during early animal development, giving rise to diverse organ morphologies. We achieve these through genetic manipulation, advanced microscopy, and computational data analysis, in two different model systems: the mouse skeletal system, and the early fruit fly embryo. Most of our work ...

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Methodologies

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Veera Baladandayuthapani

Professor, Biostatistics, School of Public Health

Brittany Baur

Assistant Research Scientist

Adriene Beltz

Assistant Professor, Psychology, LSA

Bernadette Bucher

Assistant Professor, Robotics

Electrical Engineering and Computer Science

Joyce Chai

Professor, Computer Science and Engineering, College of Engineering

Kamran Diba

Associate Professor, Anesthesiology

Issam El Naqa

Associate Professor, Radiation Oncology, Michigan Medicine Applied Physics, LSA

Birhanu Eshete

Assistant Professor, Computer and Information Science, College of Engineering and Computer Science

Salar Fattahi

Assistant Professor, Industrial and Operations Engineering