Find UC Berkeley Faculty

Research Expertise and Interest

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Name

Department

Deborah Nolan

Dept of Statistics

statistics, empirical process, high-dimensional modeling, technology in education

Adityanand Guntuboyina

Dept of Statistics

nonparametric and high-dimensional statistics, shape constrained statistical estimation, empirical processes, statistical information theory

Ryan Tibshirani

Dept of Statistics

statistical computing, applications in public health, high-dimensional data analysis, nonparametric inference, artificial intelligence, machine learning

Vadim Gorin

Dept of Mathematics

Dept of Statistics

integrable probability, random matrices, asymptotic representation theory, 2d statistical mechanics, interacting particle systems, high-dimensional statistics

Woman with dark hair wearing gray blazer and glasses - smiling

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

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

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

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

Anne Collins

Dept of Psychology

learning, decision making, computational modeling, executive functions

Joan Walker

Dept of Civil and Environmental Engineering

behavioral modeling, discrete choice analysis, travel behavior

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

Tarek Zohdi

Dept of Mechanical Engineering

advanced manufacturing, 3D printing systems, fire propagation and control, UAVs and swarms, ballistic fabric shielding, food-system modeling, pandemic modeling

Sandya Subramanian

Computational Precision Health Program

translational medicine, computational neuroscience, physiology, statistics, mathematical modeling

Sayeef Salahuddin

Division of Electrical Engineering (EECS)

physical electronics, design and modeling and analysis, energy, scientific computing

Gerbrand Ceder

Dept of Materials Science and Engineering

energy storage, computational modeling, machine learning, autonomous laboratories

Xiudi Li

School of Public Health

causal inference, data integration, federated learning and transfer learning, electronic health records, clinical trials, High Dimensional Data Analysis

Amitai Shenhav

Dept of Psychology

cognitive neuroscience, motivation, decision-making, executive functions, computational modeling

Jonathan D. Bray

Dept of Civil and Environmental Engineering

earthquake engineering, geotechnical engineering, physical and numerical modeling, environmental geotechnics

Ramon Weber

Dept of Architecture

computational design, sustainability, structural modeling, generative design, embodied carbon

Justin Remais

School of Public Health

Infectious disease dynamics, methodological issues in infectious disease surveillance, infectious diseases, infectious disease epidemiology, global environmental change, climate change, global change, urbanization, mathematical modeling, computational modeling

Ken Kamrin

Dept of Mechanical Engineering

solid and fluid mechanics, constitutive modeling, computational mechanics, physical applied mathematics

Alexander Huth

Dept of Neuroscience

Dept of Statistics

language neuroscience, fMRI, semantic modeling, decoding/encoding models, computational neuroscience

Johan Walden

Haas School of Business

finance, asset pricing, investments, financial modeling, heavy-tailed risks, insurance

Daniel Okamoto

Dept of Integrative Biology

population dynamics of exploited species, marine biology, community ecology, ecological modeling, biostatistics

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