Mary Comerio Dept of Architecture disaster recovery, housing impacts in disasters, loss modeling, performance based design
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
Lu Liang Dept of Landscape Architecture & Environmental Planning geospatial science, urban environment modeling, low-cost monitoring, air pollution, agricultural irrigation mapping
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
Deborah Nolan Dept of Statistics statistics, empirical process, high-dimensional modeling, technology in education
Cesunica Ivey Dept of Civil and Environmental Engineering atmospheric modeling, exposure monitoring, environmental justice applications, community resilience, climate adaptation and disaster resilience
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
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
Joseph Farrell Dept of Economics economics, price theory models of anticompetitive exclusive dealing, switching costs, network effects, formal standardization
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
Peter Bickel Dept of Statistics statistics, machine learning, semiparametric models, asymptotic theory, hidden Markov models, applications to molecular biology
Ali Mesbah Dept of Chemical & Biomolecular Engineering model predictive control, learning-based control, low-temperature plasma processing, machine learning and control for plasmas, semiconductor manufacturing
Daniel McFadden Dept of Economics latent variable models, choice modeling, econometric modeling, sampling theory, production theory, consumer theory
Hayne Leland Haas School of Business structural modeling of credit risk, optimal leverage and agency costs, investment strategies, performance measurement: beyond mean-variance analysis
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
Jose Guajardo Haas School of Business operations strategy, Business Model Innovation, Service Innovation, Sustainable Operations, Business Analytics
Perry de Valpine Dept of Environmental Science, Policy & Management population ecology, mathematical modeling and statistics
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
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
Joan Walker Dept of Civil and Environmental Engineering behavioral modeling, discrete choice analysis, travel behavior
Patrick Hsu Dept of Bioengineering generative biology, language models, virtual cell models, genome mining and editing, synthetic biology, AI agents for science
Lawrence Hall Dept of Physics physics, standard model of particle physics, symmetries of nature, the symmetry of the electroweak interaction, spacetime symmetries: weak scale supersymmetry, constrained theories for the quark and charged lepton masses, supersymmetric theory