Find UC Berkeley Faculty

Research Expertise and Interest

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

Name

Department

Bin Yu

Dept of Statistics

machine learning, trustworthy data science and AI, interdisciplinary research in biomedicine, neuroscience, climate science

Claudia Ostertag

Claudia P. Ostertag

Dept of Civil and Environmental Engineering

energy, environmental analysis of civil infrastructure systems, structural engineering, mechanics and materials

Liwei Lin in lab

Liwei Lin

Dept of Mechanical Engineering

nanotechnology, MEMS (microelectromechanical systems), NEMS (nanoelectromechanical systems), design and manufacturing of microsensors, microactuators, development of micromachining processes, silicon surface/bulk micromachining, micromolding process

School of Education

mathematical cognition, design-based research, mixed-media design for mathematics learning environments, embodied interaction

Dept of Neuroscience

School of Optometry

cognitive neuroscience, pharmacology, psychedelics, learning, attention, visual perception, neuroimaging

Dept of Mechanical Engineering

algorithms, fluid mechanics, nonlinear dynamics, atmospheric flows, convection, ocean flows, numerical analysis, wind energy, Bayesian optimization, neural networks, turbulence, planet formation, internal gravity waves, inertial waves, desalination, protoplanetary disks

Dept of Statistics

causal inference, machine learning, nonparametric statistics, responsible AI, algorithmic fairness

Dept of Mathematics

applied mathematics, numerical analysis, computational solid and fluid mechanics

Dept of Civil and Environmental Engineering

fluid mechanics, turbulence, wetlands, imaging, plankton, sediment transport

Per-Olof Persson

Per-Olof Persson

Dept of Mathematics

applied mathematics, numerical methods, computational fluid and solid mechanics

Michael Frenklach

Dept of Mechanical Engineering

chemical kinetics, computer modeling, uncertainty quantification, combustion chemistry, pollutant formation (carbon black, soot), chemical vapor deposition of diamond films, homogeneous nucleation of silicon, diamond and graphene, diamond powders; interstellar dust formation

Person placeholder image

Division of Computer Science (EECS)

data science, machine learning, inequality, Healthcare

Kannan Ramchandran

Kannan Ramchandran

Division of Computer Science (EECS)

Division of Electrical Engineering (EECS)

statistical and sparse signal processing, adversarial and distributed machine learning, coded computing, privacy and security, scalable distributed video-on-demand delivery, coding theory, communications, information theory, peer-to-peer networking, blockchains

Uros Seljak in 2023

Uros Seljak

Dept of Physics

astrophysics, cosmology, machine learning, Bayesian statistics

Dept of Environmental Science, Policy & Management

Dept of Molecular & Cell Biology

genetics, neuroanatomy, electrophysiology, mechanisms of nervous system structure and function, drosophila mutants

Dept of Materials Science and Engineering

energy storage, computational modeling, machine learning, autonomous laboratories

Alane Suhr

Division of Computer Science (EECS)

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

John Wright

Division of Computer Science (EECS)

quantum state learning, quantum complexity theory, property testing, approximation algorithms

Michael I. Jordan

Dept of Statistics

Division of Computer Science (EECS)

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

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

Ahmed Alaa

Computational Precision Health Program

machine learning and artificial intelligence, health care, statistics

Photo Berkeley Library

Dept of Linguistics

computational linguistics, machine learning, artificial intelligence, Generative AI, Deep Learning, speech processing, NLP, phonology, articulatory and acoustic phonetics, historical linguistics, Indo-European linguistics

Eileen Gambrill

Eileen D. Gambrill

School of Social Welfare

social welfare, professional ethics and education, social learning theory, behavioral methods

School of Public Health

causal inference, targeted learning, statistical issues in epidemiology, precision medicine and public health

Jose M. Carmena

Division of Electrical Engineering (EECS)

brain-machine interfaces, neural ensemble computation, neuroprosthetics, sensorimotor learning and control