Find UC Berkeley Faculty

Research Expertise and Interest

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Name

Department

Alper Atamturk

Dept of Industrial Engineering & Operations Research

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

Shafi Goldwasser

Division of Computer Science (EECS)

cryptography, computational number theory, complexity theory, fault tolerant distributed computing, probabilistic proof systems, approximation algorithms, theory(THY)

Francisco Armero

Dept of Civil and Environmental Engineering

computational mechanics, nonlinear continuum mechanics

Alexei Efros

Division of Computer Science (EECS)

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

Denis Titov

Dept of Molecular & Cell Biology

Dept of Nutritional Sciences & Toxicology

metabolism, aging, systems biology, computational biology

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

Allon Wagner

Dept of Molecular & Cell Biology

Division of Computer Science (EECS)

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

Frederic Theunissen

Dept of Integrative Biology

Dept of Neuroscience

behavior, cognition, brain, psychology, birdsong, vocal learning, audition, neurophysiology, speech perception, computational neuroscience, theoretical neuroscience

Alane Suhr

Division of Computer Science (EECS)

artificial intelligence, natural language processing, machine learning, computer vision, computational linguistics

Severin Borenstein

Haas School of Business

energy markets, electricity deregulation, industrial organization, environmental economics, applied microeconomics, airline competition, market pricing & competition

Ilan Adler

Dept of Industrial Engineering & Operations Research

mathematical programming, computational game theory, applied probability

Stuart J. Russell

Division of Computer Science (EECS)

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

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

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

Anne Collins

Dept of Psychology

learning, decision making, computational modeling, executive functions

Katherine A. Yelick

Division of Computer Science (EECS)

high performance computing, partitioned Global Address Space programming, communication-avoiding algorithms, automatic performance tuning, high performance data analytics, computational biology

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

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

Terry Regier

Dept of Linguistics

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

Gerbrand Ceder

Dept of Materials Science and Engineering

energy storage, computational modeling, machine learning, autonomous laboratories

Ren Ng

Division of Computer Science (EECS)

imaging systems, computational photography, graphics, optics, computer vision, human vision, signal processing, artificial intelligence

Jon Wilkening

Dept of Mathematics

applied mathematics, numerical analysis, computational solid and fluid mechanics

Per-Olof Persson

Dept of Mathematics

applied mathematics, numerical methods, computational fluid and solid mechanics

Jacob Yates

School of Optometry

computational neuroscience, vision science, machine learning and artificial intelligence

Preeya Khanna

Dept of Neuroscience

Division of Electrical Engineering (EECS)

biosystems and computational biology, human-computer interaction, signal processing

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