Mark van der Laan Dept of Statistics School of Public Health targeted learning, real-world data integration in RCTs, sequential adaptive designs, computational biology and genomics, censored data and survival analysis, medical research, inference in longitudinal studies
Markita del Carpio Landry Dept of Chemical & Biomolecular Engineering Dept of Neuroscience nanomaterials, fluorescence microscopy, sensors, imaging, neuroscience, plant engineering
Peng Ding Dept of Statistics Statistical causal inference, missing data, Bayesian statistics, applied statistics
Jennifer Anne LaFleur School of Journalism Data journalism, investigative journalism, disability, inequality, criminal justice
Patrick Hsu Dept of Bioengineering generative biology, language models, virtual cell models, genome mining and editing, synthetic biology, AI agents for science
Ian Holmes Dept of Bioengineering computational biology, molecular evolution, computational genomics, Systems and Synthetic Biology
Alexandre Mas Haas School of Business labor markets, human resources, data analysis and statistical methods
Ali Kakhbod Haas School of Business financial economics, liquidity, market microstructure, big data, contracts
Matthew Welch Dept of Molecular & Cell Biology biology, cell motility, the role of the actin cytoskeleton in cell locomotion, shape change, actin filament assembly, bacterial and viral pathogens
Emma Pierson Division of Computer Science (EECS) data science, machine learning, inequality, Healthcare
Benjamin Recht Division of Computer Science (EECS) machine learning, data science, artificial intelligence
Fred Wilt Dept of Molecular & Cell Biology molecular embryology, cell biology, regulation of gene expression, sea urchin embryos, blastomeres, endoskeletal spicule of the larva, glycoproteins, immunoelectron microscopy, fluorescent labeling
Xiudi Li School of Public Health causal inference, data integration, federated learning and transfer learning, electronic health records, clinical trials, High Dimensional Data Analysis
David Holtz Haas School of Business online marketplaces and platforms, computational social science, data science, experimental economics
Sabeeha Merchant Dept of Molecular & Cell Biology Dept of Plant and Microbial Biology chloroplast, photosynthesis, algae, trace metals, genomics, synthetic biology, designer lipids, Chlamydomonas, Auxenochlorella, Dunaliella
Richard H. Kramer Dept of Neuroscience Neurons, synaptic transmission, photopharmacology, ion channels, action potentials, optical imaging, vision, learning and memory, retina, neurodegenrative disease(1551)
Paul Grigas Dept of Industrial Engineering & Operations Research optimization, machine learning, data-driven decision-making
Lexin Li School of Public Health neuroimaging data analysis, deep brain stimulation, brain-computer-interface, statistical machine learning, Deep Learning, reinforcement learning, networks data analysis, functional data analysis, tensor analysis, ordinary differential equations, dimension reduction, high dimensional inference
Sandrine Dudoit Dept of Statistics School of Public Health statistics, machine learning, data science, applied statistics, statistical computing, computational biology, computational genomics, Precision Medicine, precision health
Thomas Courtade Division of Electrical Engineering (EECS) information theory, probability, data compression, communications, computer science
Mohammad Reza Kaazempur Mofrad Dept of Bioengineering Dept of Mechanical Engineering molecular cell biomechanics, bacterial communities / microbiomes, deep learning for biology and medicine