Find UC Berkeley Faculty

Research Expertise and Interest

Search by keyword or research area. Use quotes for exact phrases — e.g., "computational biology".

Name

Department

Adityanand Guntuboyina

Adityanand Guntuboyina

Dept of Statistics

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

Woman with dark hair wearing gray blazer and glasses - smiling

Dept of Statistics

applied statistics, functional genomics, translational bioinformatics, high dimensional and integrative genomic/genetic data analysis, network modeling, hierarchical multi-lable classification

NikitaZhivotovskiy

Nikita Zhivotovskiy

Dept of Statistics

mathematical statistics, applied probability, statistical learning theory

Ryan Tibshirani giving a whiteboard talk

Ryan Tibshirani

Dept of Statistics

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

Dept of Statistics

Theoretical and Applied Statistics

Song Mei

Dept of Statistics

data science, statistics, machine learning

Elizabeth Purdom

Elizabeth Purdom

Dept of Statistics

computational biology, bioinformatics, statistics, data analysis, sequencing, cancer genomics

Dept of Statistics

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

Vadim Gorin with book "Probability" by Albert Shiryaev

Vadim Gorin

Dept of Mathematics

Dept of Statistics

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

Sandrine Dudoit

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

Dept of Physics

physics, theoretical condensed matter, topological phase transitions, high-temperature superconductivity, organization principles enabling microscopic degrees of freedom to behave cooperatively, matter and their formation mechanisms, low dimensional quantum magnets, strongly correlated Fermi and Bose fluids

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

Dept of Integrative Biology

Dept of Statistics

evolution, molecular evolution, population genetics, human variation, human genetics, phylogenetics, applied statistics, genetics, evolutionary processes, evolutionary biology

Sophia Rabe-Hesketh

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

Michael DeWeese

Dept of Neuroscience

Dept of Physics

machine learning, computation, systems neuroscience, auditory cortex, neural coding, statistical mechanics

Thomas Courtade

Thomas Courtade

Division of Electrical Engineering (EECS)

information theory, probability, data compression, communications, computer science

School of Public Health

causal inference, targeted learning, statistical issues in epidemiology, precision medicine and public health

Dept of Statistics

data science, Educational Data Science, scientific computing

Dept of Earth and Planetary Science

earthquake physics, geophysical signal discovery

Dept of Materials Science and Engineering

energy storage, computational modeling, machine learning, autonomous laboratories

A photo of Trevor Keenan

Dept of Environmental Science, Policy & Management

global change, natural climate solutions, Dynamic Vegetation, carbon cycle, ecophysiology, land-atmosphere interactions, biogeochemistry, micrometeorology, remote sensing, mathematics and data science

Eyitayo Opabola

Dept of Civil and Environmental Engineering

civil infrastructure systems, climate change impact, multihazard risk, community resilience, adaptive climate risk mitigation

Rui Wang

Dept of Chemical & Biomolecular Engineering

theoretical polymer, soft materials, electrostatic double layer

Steven E. Brenner

Steven E. Brenner

Dept of Bioengineering

Dept of Molecular & Cell Biology

Dept of Plant and Microbial Biology

molecular biology, computational biology, evolutionary biology, bioengineering, structural genomics, computational genomics, cellular activity, cellular functions, personal genomics

Dept of City & Regional Planning

environmental planning, climate planning, sustainability and resilience, environmental and climate justice, geographic and spatial analysis, urban policy and political economy, global environmental governance, community engagement