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Biological Sciences

Silas Alben

I develop and use optimization algorithms (Newton-based, gradient-based, and genetic algorithms) to understand problems in fluid and solid mechanics with applications to biology. Examples of optimally efficient snake locomotion

Ryan Baldridge

I am interested in the basic mechanisms of protein quality control systems at cellular membranes. I study how these systems select their substrates and aim to identify the cellular pathways regulated by them. These processes are important in pathologies related to cell stress, protein misfolding, and protein misregulation. Human illnesses linked to these problems include ...

Bingkai Wang

My research interests are in causal inference, randomized clinical trials, clustered data and their interactions with infectious disease research. In my research, data analysis is the core, and I use semi-parametric models and machine learning algorithms to draw statistical inference, make predictions, and quantify uncertainties.

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 ...

Catherine Kaczorowski

The Kaczorowski laboratory, led by Dr. Catherine Kaczorowski, pioneers techniques to identify and validate genetic and cellular mechanisms that promote resilience to cognitive aging, Alzheimer’s disease, and other age-related dementias. By combining mouse and human systems; genomic, anatomic, and behavioral approaches; and integrative analyses across multiple scales, data types, environmental factors, and species, we are ...

Peter Reich

Reich conducts global change research on plants, soils, ecosystems and people across a range of scales. His work links fundamental physiology with community dynamics and ecosystem structure and function, from the patch to the globe, within the context of the myriad of global environmental challenges that face us. This includes studying the effects on natural ...

Terra Sztain

The Sztain research group is broadly focused on computer-aided molecular design, intersecting fields of chemistry, physics, biology, and computer science. Ongoing projects involve integrating experimental data and enhanced sampling molecular dynamics simulations to improve computational models for allosteric inhibitor design and protein engineering.

Alexander Rodríguez

Alex’s research interests include machine learning, time series, multi-agent systems, uncertainty quantification, and scientific modeling. His recent focus is on developing trustworthy AI systems that can offer insightful guidance for critical decisions, especially in applications involving complex spatiotemporal dynamics. His work is primarily motivated by real-world problems in public health, environmental health and community resilience.

Irina Gaynanova

Dr. Gaynanova’s research focuses on the development of statistical methods for analysis of modern high-dimensional biomedical data. Her methodological interests are in data integration, machine learning and high-dimensional statistics, motivated by challenges arising in analyses of multi-omics data (e.g., RNASeq, metabolomics, micribiome) and data from wearable devices (continuous glucose monitors, ambulatory blood pressure monitors, activity ...

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Affiliation Type

Methodologies

Applications

Carlos Aguilar

Assistant Professor, Biomedical Engineering

Omar Jamil Ahmed

Assistant Professor, Psychology

Silas Alben

Professor, Mathematics

Brian D. Athey

Professor, Computational Medicine and Bioinformatics, Michigan Medicine Internal Medicine and Psychiatry, Michigan Medicine

Veera Baladandayuthapani

Professor, Biostatistics, School of Public Health

Ryan Baldridge

Assistant Professor, Biological Chemistry

Adriene Beltz

Assistant Professor, Psychology, LSA

Halil Bisgin

Assistant Professor, Department of Computer Science - Flint

Anthony Bloch

Alexander Ziwet Collegiate Professor, Mathematics, LSA