Find UC Berkeley Faculty

Research Expertise and Interest

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

Name

Department

Dept of Statistics

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

Pieter Abbeel with PR2 robot

Division of Computer Science (EECS)

robotics, machine learning, artificial intelligence, Deep Learning

Stuart Russell in outdoor environment

Stuart J. Russell

Division of Computer Science (EECS)

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

Jacob Steinhardt

Jacob Steinhardt

Dept of Statistics

artificial intelligence, machine learning

Division of Computer Science (EECS)

computer science, electrical engineering, vision science, computer vision, robotics

José Pablo Vázquez-Medina

José Pablo Vázquez-Medina

Dept of Integrative Biology

marine mammals, pre-clinical models of disease

Alice M. Agogino

Alice M. Agogino

Dept of Mechanical Engineering

intelligent learning systems, information retrieval and data mining, multiobjective and strategic product design, nonlinear optimization, probabilistic modeling, intelligent control and manufacturing, sensor validation and fusion and diagnostics, wireless sensor networks, multimedia and computer-aided design, design databases, design theory and methods, MEMS Synthesis and CAD, artificial intelligence and decision and expert systems, gender equity

Division of Electrical Engineering (EECS)

computationally efficient machine learning and deep learning, AI

Joan Walker

Dept of Civil and Environmental Engineering

behavioral modeling, discrete choice analysis, travel behavior

Dept of Energy & Resources Group

environmental economics, climate policy, integrated assessment models

Assistant Professor Bronwyn Lucas stands with arms crossed next to a Zeiss Crossbeam cryo-FIBSEM.

Dept of Molecular & Cell Biology

biochemistry, biophysics, Structural Biology

Richard Stanton

Richard Stanton

Haas School of Business

mortgage markets, prepayment modeling, valuation, hedging, term structure modeling valuation of derivative securities, application of non-parametric estimation techniques, pricing of derivatives

Tarek Zohdi

Dept of Mechanical Engineering

advanced manufacturing, 3D printing systems, fire propagation and control, UAVs and swarms, ballistic fabric shielding, food-system modeling, pandemic modeling

David H. Raulet

Dept of Molecular & Cell Biology

biology, cancer immunology, natural killer (NK) cells, T-cell development and function, pathogens, viruses, lymphocyte receptors, microorganisms, cancer cells, tumor immunity, immunotherapy of cancer

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 Mathematics

mathematics, model theory, applications to number theory

Gabriel Goldberg

Gabriel Goldberg

Dept of Mathematics

set theory, large cardinals, inner model theory, infinite combinatorics

Fotini Chow

Dept of Civil and Environmental Engineering

environmental fluid mechanics, wind energy applications, clouds, large-eddy simulation, turbulence modeling, atmospheric boundary layer flow, flow over complex terrain, wildfire smoke transport, methane emissions, urban dispersion modeling, urban air quality

Richard H. Kramer

Dept of Neuroscience

Neurons, synaptic transmission, photopharmacology, ion channels, action potentials, optical imaging, vision, learning and memory, retina, neurodegenrative disease(1551)

Dept of Statistics

Division of Computer Science (EECS)

machine learning, statistical learning theory, adaptive control

Dept of Architecture

disaster recovery, housing impacts in disasters, loss modeling, performance based design

Dawn Song standing, framed by windows with large buildings in the background.

Dawn Song

Division of Computer Science (EECS)

privacy, computer security, artificial intelligence

Nilah Ioannidis

Nilah Ioannidis

Division of Computer Science (EECS)

computational biology, machine learning, artificial intelligence, genomics, personal genome interpretation, precision health, rare diseases, statistical genetics, molecular biology, biophysics

Division of Computer Science (EECS)

quantum computation, hamiltonian complexity, analysis of algorithms, computer security

Division of Electrical Engineering (EECS)

Cyber-Physical Systems, embedded software, modeling and design of systems, real-time and concurrent system, theory of current systems