Find UC Berkeley Faculty

Research Expertise and Interest

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

Name

Department

statistics, machine learning, data science, applied statistics, statistical computing, computational biology, computational genomics, precision medicine, precision health

Ryan Tibshirani

Dept of Statistics

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

Yun S. Song

Dept of Statistics

Division of Computer Science (EECS)

computational biology, machine learning, applied probability and statistics

Christian Borgs

Division of Computer Science (EECS)

theoretical computer science, probability theory, combinatorics, complex networks, statistical physics, artificial intelligence, applications of artificial intelligence and machine learning in engineering and sciences

Murat Arcak

Division of Electrical Engineering (EECS)

control, intelligent systems and robotics, Cyber-Physical Systems, networks, transportation, applications of system theory to aerospace problems, Systems and Synthetic Biology

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

Marvin L. Cohen

Dept of Physics

nanoscience, semiconductors, nanotechnology, physics, condensed matter physics, new properties of condensed matter systems, superconductivity, applications of BCS theory, superluminal velocities

Ilan Adler

Dept of Industrial Engineering & Operations Research

mathematical programming, computational game theory, applied probability

Michael Jordan

Dept of Statistics

Division of Computer Science (EECS)

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

Alper Atamturk

Dept of Industrial Engineering & Operations Research

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

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

Gerbrand Ceder

Dept of Materials Science and Engineering

energy storage, computational modeling, machine learning, autonomous laboratories

Allon Wagner

Dept of Molecular & Cell Biology

Division of Computer Science (EECS)

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

Peter Hosemann

Dept of Nuclear Engineering

microscopy, nanomaterials, Nuclear materials, material science, radiation damage, corrosion in liquid metals, materials development, materials under extremes, nuclear applications, ion beam microscopy, nanoscale mechanical testing

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

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

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

Preeya Khanna

Dept of Neuroscience

Division of Electrical Engineering (EECS)

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

Sung-Hou Kim

Dept of Chemistry

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

Alane Suhr

Division of Computer Science (EECS)

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

Hayden Taylor

Dept of Mechanical Engineering

manufacturing, microfabrication, nanofabrication, semiconductor manufacturing, computational mechanics, nanoimprint lithography

Amitai Shenhav

Dept of Psychology

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

Ramon Weber

Dept of Architecture

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

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