David Anthoff Dept of Energy & Resources Group environmental economics, climate policy, integrated assessment models
Perry de Valpine Dept of Environmental Science, Policy & Management population ecology, mathematical modeling and statistics
Peter Bickel Dept of Statistics statistics, machine learning, semiparametric models, asymptotic theory, hidden Markov models, applications to molecular biology
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
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
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
Mark Wilson School of Education measurement, psychometrics, assessment, development of assessment resources, assessment systems
Haiyan Huang Dept of Statistics applied statistics, functional genomics, translational bioinformatics, high dimensional and integrative genomic/genetic data analysis, network modeling, hierarchical multi-lable classification
Daniel McFadden Dept of Economics latent variable models, choice modeling, econometric modeling, sampling theory, production theory, consumer theory
Daniel Klein Division of Computer Science (EECS) unsupervised language acquisition, efficient algorithms for NLP, linguistically rich models of language, integrating symbolic and statistical methods for NLP, organization of the web, machine translation, information extraction
Daniel Okamoto Dept of Integrative Biology population dynamics of exploited species, marine biology, community ecology, ecological modeling, biostatistics
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
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
Yoram Rubin Dept of Civil and Environmental Engineering risk assessment, hydrogeology, contaminant transport, geostatistics
Oliver John Dept of Psychology research methods, personality, measurement, emotion regulation, personality structure, personality development, traits, Big Five model, individual differences, emotion expression, self-concept, accuracy, bias, self-knowledge, personality assessment
Deborah Nolan Dept of Statistics statistics, empirical process, high-dimensional modeling, technology in education
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
Mark Anderson Dept of Architecture architecture, building design, BIM, integrated project delivery, building construction, school design, housing design, net zero energy desig, nurban design, building integrated modeling, IPD, design-build, prefabricated, modular, architecture in China, architecture in Japan, urban water
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
David Anthoff
