Find UC Berkeley Faculty

Research Expertise and Interest

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Name

Department

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

Frederic Theunissen

Dept of Integrative Biology

Dept of Neuroscience

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

Daniel Klein

Division of Computer Science (EECS)

unsupervised language acquisition, efficient algorithms for NLP, linguistically rich models of language, integrating symbolic and statistical methods for NLP, organization of the web, machine translation, information extraction

Ion Stoica

Division of Computer Science (EECS)

networking and distributed computer systems, quality of service (Q of S) and resources management, modeling and performance analysis

Allon Wagner

Dept of Molecular & Cell Biology

Division of Computer Science (EECS)

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

Joan Walker

Dept of Civil and Environmental Engineering

behavioral modeling, discrete choice analysis, travel behavior

James Demmel

Dept of Mathematics

Division of Computer Science (EECS)

computer science, scientific computing, numerical analysis, linear algebra

Laura Sterponi

School of Education

neurodiversity, discourse analysis, autistic communication, doctor-patient interaction

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

Iain Clark

Dept of Bioengineering

microfluidics, single cell analysis, HIV, neurologic diseases

Shmuel S. Oren

Dept of Industrial Engineering & Operations Research

economics, algorithms, financial engineering, risk management, planning, optimization, operation of electric power systems, market based coordination of network systems, trading instruments

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

Gerbrand Ceder

Dept of Materials Science and Engineering

energy storage, computational modeling, machine learning, autonomous laboratories

Ned Augenblick

Haas School of Business

behavior economics, economic analysis, Online Markets, economics, strategy

Sayeef Salahuddin

Division of Electrical Engineering (EECS)

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

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

Sunčica Čanić

Dept of Mathematics

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

Alexandre Mas

Haas School of Business

labor markets, human resources, data analysis and statistical methods

Michelle Young

School of Education

educational leadership, policy analysis, critical theory, educational equity

Manxi Wu

Dept of Civil and Environmental Engineering

game theory, multi-agent learning, transportation systems analysis

Ramon Weber

Dept of Architecture

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

Preeya Khanna

Dept of Neuroscience

Division of Electrical Engineering (EECS)

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

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