Peter Bickel Dept of Statistics statistics, machine learning, semiparametric models, asymptotic theory, hidden Markov models, applications to molecular biology
Alistair Sinclair Dept of Statistics Division of Electrical Engineering (EECS) algorithms, applied probability, statistics, random walks, Markov chains, computational applications of randomness, Markov chain Monte Carlo, statistical physics, combinatorial optimization
Sophia Rabe-Hesketh School of Education biostatistics, educational statistics, latent variable models, missing data methods, multilevel models, generalized linear latent and mixed models, hierarchical models, longitudinal data, Item response models, structural equation models
Xin Guo Dept of Industrial Engineering & Operations Research stochastic control and games, theory of machine learning and applications to medical and financial data analysis, applied probability and stochastic models
Richard Stanton Haas School of Business mortgage markets, prepayment modeling, valuation, hedging, term structure modeling valuation of derivative securities, application of non-parametric estimation techniques, pricing of derivatives
Kameshwar Poolla Dept of Mechanical Engineering Division of Electrical Engineering (EECS) modeling, control, estimation, smart grids, renewable energy, electricity markets, transportation networks, integrated circuit design and manufacturing
Perry de Valpine Dept of Environmental Science, Policy & Management population ecology, mathematical modeling and statistics
Daniel McFadden Dept of Economics latent variable models, choice modeling, econometric modeling, sampling theory, production theory, consumer theory
William Collins Dept of Earth and Planetary Science climate change, uncertainty of extremes, climate modeling, coupled models of the climate system, global climate models, solar and terrestrial radiation
Brian A. Barsky Division of Computer Science (EECS) School of Optometry computer science, geometric design and modeling, computer graphics, computer aided cornea modeling and visualization, medical imaging, virtual environments for surgical simulation
Shawn Shadden Dept of Mechanical Engineering cardiovascular biomechanics, computational mechanics, computational fluid dynamics, thrombosis, medical image processing, dynamical systems, fluid dynamics, Lagrangian coherent structures, mathematical modeling
Luyi Yang Haas School of Business service operations, economics of queues, Business Model Innovation, Operations-Marketing Interface, digital marketplace, Sustainable Operations
Patrick Hsu Dept of Bioengineering generative biology, language models, virtual cell models, genome mining and editing, synthetic biology, AI agents for science
Sanjay Govindjee Dept of Civil and Environmental Engineering finite element analysis, Theoretical and computational solid mechanics, constitutive theory, micromechanics, polymer mechanics, elastomer modeling, battery modeling, thermomechanics, continuum mechanics, failure analysis
Steven Vogel Dept of Political Science political economy or comparative political economy, market governance, regulation, the Japanese model of capitalism, Japanese politics, political science
Deborah Nolan Dept of Statistics statistics, empirical process, high-dimensional modeling, technology in education
Nancy Wallace Haas School of Business housing price indices, real estate price dynamics, mortgage valuation models: prepayment and default, mortgage contract design, mortgage backed security trading and valuation, executive stock option valuation, energy efficient mortgage underwriting, climate risk
Joan Walker Dept of Civil and Environmental Engineering behavioral modeling, discrete choice analysis, travel behavior
Anne Collins Dept of Psychology learning, decision making, computational modeling, executive functions
David Anthoff Dept of Energy & Resources Group environmental economics, climate policy, integrated assessment models
Mary Comerio Dept of Architecture disaster recovery, housing impacts in disasters, loss modeling, performance based design
Gabriel Goldberg Dept of Mathematics set theory, large cardinals, inner model theory, infinite combinatorics
Peter Bickel
