Find UC Berkeley Faculty

Research Expertise and Interest

Use quotes to search for an exact phrase. Example: "computational biology"

Name

Department

artificial intelligence, computational biology, algorithms, machine learning, real-time decision-making, probabilistic reasoning

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

Federico Echenique

Dept of Economics

economic theory, economics and computation, mathematical economics, discrete allocation problems

Francisco Armero

Dept of Civil and Environmental Engineering

computational mechanics, nonlinear continuum mechanics

James A. Sethian

Dept of Mathematics

mathematics, applied mathematics, partial differential equations, computational physics, level set Methods, computational fluid mechanics and materials sciences, fast marching methods

Michael Jordan

Dept of Statistics

Division of Computer Science (EECS)

computer science, artificial intelligence, computational biology, statistics, machine learning, electrical engineering, applied statistics, optimization

Yun S. Song

Dept of Statistics

Division of Computer Science (EECS)

computational biology, machine learning, applied probability and statistics

Denis Titov

Dept of Molecular & Cell Biology

Dept of Nutritional Sciences & Toxicology

metabolism, aging, systems biology, computational biology

Anne Collins

Dept of Psychology

learning, decision making, computational modeling, executive functions

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

Alper Atamturk

Dept of Industrial Engineering & Operations Research

sparse learning, integer programming, computational optimization, robust optimization, logistics

Scott Shenker

Division of Computer Science (EECS)

computer science, internet architecture, software-defined networking, network function virtualization, game theoretic approaches to resource allocation, large-scale distributed systems, edge computing

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

Gerbrand Ceder

Dept of Materials Science and Engineering

energy storage, computational modeling, machine learning, autonomous laboratories

Robert Kaufman

Dept of Comparative Literature

modern poetry, aesthetics, literary theory, history of criticism, Frankfurt School Critical Theory

Michael Mascarenhas

Dept of Environmental Science, Policy & Management

environmental justice, critical race theory, Post-colonial theory, Science and Technology studies

Mary Ann Doane

Dept of Film and Media

feminist theory, cultural theory, archaeology of media technology, film and modernity, film theory, psychoanalytic theory

Panayiotis Papadopoulos

Dept of Mechanical Engineering

continuum mechanics, computational mechanics, contact mechanics, computational plasticity, materials modeling, solid mechanics, applied mathematics, dynamics of pseudo-rigid bodies

Sara McMains

Dept of Mechanical Engineering

geometric and solid modeling, general purpose computation on the GPU (GPGPU), CAD/CAM, computational geometry, computer graphics and visualization, tool path planning, additive manufacturing, computer vision, Deep Learning

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

Allon Wagner

Dept of Molecular & Cell Biology

Division of Computer Science (EECS)

computational biology, single-cell genomics, immunology, systems biology, metabolism

Alexei Efros

Division of Computer Science (EECS)

computer vision, computer graphics, computational photography, machine learning, artificial intelligence

Terry Regier

Dept of Linguistics

language and thought, computational linguistics, semantic universals, lexical semantics

Sung-Hou Kim

Dept of Chemistry

computational genomics, Genomic susceptibility of common diseases, Genomic Tree of Life, Demography of human genome diversity

Sunčica Čanić

Dept of Mathematics

applied mathematics, partial differential equations, computational methods, biomedical research

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