500 MIDAS affiliate faculty members come from over 60 U-M departments, and include instructional (tenure / tenure track / lecturer), clinical and research track faculty.
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J. Trent Alexander
Data rescue, and infrastructure building, record linkage
Semantic web, fault management and wireless network
Advanced nuclear energy, hydrogen, public policy
Autonomic control of complex cyberphysical systems
Causal inference for longitudinal data
Integrating data on environmental change and ecological communities
Metadata for demographic behavior, research transparency and data security
M. Reza Amini
Intelligent transportation, autonomous vehicles, connected vehicles, mobility
AI ethics, AI justice, social implications of algorithms and AI
Biomedical Informatics, Deep Learning, Electronic Health Records, Natural language processing, Signal and Image Processing, Wearable Devices, machine learning, optimization
Brian D. Athey
Bioinformatics in psychiatric pharmacogenomics; high-throughput image analysis.
Evolution of galaxy clusters, machine learning in cosmology
Design and Analysis of Experiments, Econometrics, Partial Identification, statistical inference
High-dimensional modeling and Bayesian inference
Statistical signal processing and optimization with large data.
Asymptotics, empirical process theory, graphical networks, threshold and boundary estimation