Name |
Title |
Primary Department: |
Tagline: |
Raed Al Kontar |
Assistant Professor |
Industrial and Operations Engineering, College of Engineering |
Smart and connected products and systems |
Camille Avestruz |
Assistant Professor |
Physics, LSA |
Evolution of galaxy clusters, machine learning in cosmology |
Veera Baladandayuthapani |
Professor |
Biostatistics, School of Public Health |
High-dimensional modeling and Bayesian inference |
David Brang |
Associate Professor |
Psychology |
Multisensory, electrophysiology, machine learning, neuro-oncology, neuroscience |
Christopher Brooks |
Research Assistant Professor |
School of Information
Director, Learning Analytics and Research in the Office of Digital Education & Innovation |
Visualizing the interaction between learners and learning technology |
Ceren Budak |
Assistant Professor |
School of Information |
Computational social science |
Bilal Butt |
Associate Professor |
School for Environment and Sustainability |
Agritech, Big Data, Environmental Social Sciences |
Eunshin Byon |
Associate Professor |
Industrial and Operations Engineering, College of Engineering
Civil and Environmental Engineering, College of Engineering |
Sustainable energy systems and reliability engineering |
Dallas Card |
Assistant Professor |
School of Information |
Natural language processing, and computational social science, machine learning |
Tim Cernak |
Assistant Professor |
Medicinal Chemistry, College of Pharmacy
Chemistry, LSA
Graduate Program in Chemical Biology |
Computational design of chemical reactions and synthesis |
Sriram Chandrasekaran |
Assistant Professor |
Biomedical Engineering, College of Engineering |
Computer models of protein networks |
Yang Chen |
Assistant Professor |
Statistics, LSA |
Statistical inference and applied statistics in biology and astronomy |
Thomas L. Chenevert |
Professor |
Radiology, Michigan Medicine |
Longitudinal Image Registration, Oncologic MR Imaging, Quantitative Imaging Biomarkers, Tumor Volume Segmentation |
Lia Corrales |
Assistant Professor |
Astronomy |
Statistical techniques for studying astrophysical aerosols in the X-ray and UV |
Walter Dempsey |
Assistant Professor of Biostatistics, Assistant Research Professor at the Institute of Social Research |
Department of Biostatistics |
Mobile Health, Network Science, Statistical Methods |
Paramveer Dhillon |
Assistant Professor |
School of Information |
Computational social science, Natural language processing, Statistical Machine Learning, and Field/Digital Experiments |
Ivo D. Dinov |
Professor |
Computational Medicine and Bioinformatics
Human Behavior and Biological Sciences
Michigan Institute for Data Science (MIDAS) |
Mathematical modeling, statistical analysis and data visualization |
Marisa Eisenberg |
Assistant Professor |
School of Public Health |
Mathematical modeling of disease mechanisms, and intervention design, forecasting |
August (Gus) Evrard |
Professor |
Physics and Astronomy, LSA |
Computational cosmology |
Anne Fernandez |
Associate Professor |
Psychiatry, Medical School |
Applying precision health approaches to advance the science of addiction treatment |
Jeff Fessler |
Professor |
EECS, College of Engineering
Biomedical Engineering, College of Engineering
Radiology, Michigan Medicine |
Large-scale inverse problems in image reconstruction |
Lana Garmire |
Associate Professor |
Computational medicine and bioinformatics, Medical School |
Data science for actionable transformation of human health from the bench to bedside |
Andrew Gronewold |
Associate Professor |
School for Environment and Sustainability |
Quantifying and communicating uncertainties arising within long-term hydrological monitoring networks and data |
Anhong Guo |
Assistant Professor |
EECS, College of Engineering, School of Information |
Hybrid human-AI intelligent interactive systems to provide access to visual information in the real world
|
Libby Hemphill |
Research Associate Professor |
School of Information |
Digital data, justice, social media |
Xun Huan |
Assistant Professor |
Mechanical Engineering, College of Engineering |
Uncertainty quantification, and numerical optimization, data-driven modeling |
Xianglei Huang |
Professor |
Department of Climate and Space Sciences and Engineering |
Climate diagnostics, data modeling, optimization, remote sensing, time-series analysis |
Meha Jain |
Assistant Professor |
School for Environment and Sustainability |
Agriculture, machine learning, remote sensing, sustainability |
David Jurgens |
Assistant Professor |
School of Information |
Computational social science and natural language processing |
Jian Kang |
Associate Professor |
Biostatistics |
Bayesian methods, composite likelihood approach and missing data problems, efficient statistical computation algorithms, graphical models, latent source separation methods, network inference, ultrahigh-dimensional feature selection |
Evan Keller |
Professor of Urology and Pathology |
Urology |
Single cell and spatiotemporal analyses of healthy and diseased tissues |
Nicholas Kotov |
Professor |
Chemical Sciences and Engineering |
Biomimetic Nanostructures |
Arpan Kusari |
Assistant Research Scientist |
Assistant Research Scientist, UMTRI |
LiDAR, Reinforcement Learning, autonomous vehicles, realistic simulation, uncertainty estimation |
Elizaveta Levina |
Vijay Nair Collegiate Professor |
Statistics, LSA |
Statistical inference on realistic models for network |
Gen Li |
Assistant Professor |
Department of Biostatistics |
Data Integration, Dimension Reduction, Microbiome Research, Parsimonious Models, graphical models, predictive modeling |
Yi Li |
Professor |
Biostatistics, School of Public Health
Kidney Epidemiology and Cost Center |
Statistical methods for kidney epidemiology |
Zhongming Liu |
Associate Professor |
Biomedical Engineering |
Computational and cognitive neuroscience, deep neural networks |
Jie Liu |
Assistant Professor |
Computational Medicine and Bioinformatics |
Machine learning and computational genomics |
Wei Lu |
Professor |
Mechanical Engineering |
Integrating human knowledge into machine learning |
Qiaozhu Mei |
Associate Professor |
School of Information
EECS, College of Engineering |
Information retrieval and text mining |
Briana Mezuk |
Associate Chair and Associate Professor, Epidemiology |
Department of Epidemiology |
Depression, epidemiology, integrative lifespan, suicide aging |
Nambi Nallasamy |
Assistant Professor of Ophthalmology and Visual Sciences and Assistant Professor of Computational Medicine and Bioinformatics |
Ophthalmology and Visual Sciences |
Machine learning algorithms for the enhancement of outcomes in cataract surgery |
Joshua P Newell |
Associate Professor |
School for Environment and Sustainability |
Geographic information systems, gis, remote sensing, resource flow analysis, sustainability, urban systems |
Bruce Allen Palfey |
Associate Professor & Associate Director of Academic Programs, Chemical Biology Program, Life Sciences Institute |
Biological Chemistry, Medical School |
Mechanisms of flavin-containing enzymes of pyrimidine metabolism, dihydroorotate dehydrogenases, dihydrouridyl-tRNA synthases, thymidylate synthases |
Yulin Pan |
Assistant Professor |
Department of Naval Architecture and Marine Engineering |
Data assimilation, fluid mechanics, physical oceanography |
Vitaliy Popov |
Assistant Professor |
Medical School, Department of Learning Health Sciences |
Clinical simulations, learning analytics, multimodal |
Qing Qu |
Assistant Professor |
EECS, College of Engineering |
Deep Learning, Inverse Problems, Nonconvex Optimization, Representation Learning |
Arvind Rao |
Associate Professor |
Computational Medicine and Bioinformatics, Michigan Medicine
Radiation Oncology, Michigan Medicine
Biomedical Engineering, College of Engineering |
Multi-modal decision algorithms that integrate clinical measurements |
Daniel Romero |
Associate Professor |
Information, School of Information,
Complex Systems, LSA,
Electrical and Computer Engineering, College of Engineering |
Empirical and theoretical analysis of social and information networks |
Perry Samson |
Professor |
Climate and Space Science, College of Engineering
School of Information |
Relationships between student performance and behaviors |
Xu Shi |
Assistant Professor |
Department of Biostatistics |
EHR data, causal inference |
Yajuan Si |
Research Assistant Professor |
Survey Research Center, Institute for Social Research |
Bayesian, confidentiality protection, missing data, statistics, survey |
Peter Song |
Professor |
Biostatistics, School of Public Health |
Data Integration, distributed inference, machine learning |
Wencong Su |
Assistant Professor |
EECS, College of Engineering |
Efficient management of a large number of devices through distributed intelligence |
Misha Teplitskiy |
Assistant Professor |
School of Information |
Computational methods, experimental methods, science of science |
Ivy F. Tso |
Associate Professor of Psychiatry, Adjunct Associate Professor of Psychology |
Psychiatry |
Psychiatric disorders, brain network, computational and predictive models |
V. G. Vinod Vydiswaran |
Assistant Professor |
Learning Health Sciences, Michigan Medicine
School of Information |
Text mining, NLP, and ML for extracting relevant information from health-related text corpora |
Yixin Wang |
Assistant Professor |
Statistics, LSA |
Large-scale probabilistic machine learning, causal inference, machine learning for science |
Joshua Welch |
Assistant Professor |
Computational Medicine and Bioinformatics |
Machine learning for representing molecular cell states |
Zhenke Wu |
Assistant Professor |
Biostatistics, School of Public Health |
Statistical methods for precision medicine |
Ming Xu |
Professor |
School for Environment and Sustainability
Civil and Environmental Engineering, College of Engineering |
Computational and data-enabled methodology for sustainability |
Xiang Zhou |
John G Searle Assistant Professor |
Biostatistics, School of Public Health |
Statistical and computational methods for genetic and genomic studies |
Paul Zimmerman |
Assistant Professor |
Chemistry, LSA |
Computational chemical reaction discovery |