Find UC Berkeley Faculty

Research Expertise and Interest

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

Name

Department

A photograph of a handsome professor of Architecture

Dept of Architecture

design computation, architectural representation, design methods, Generative AI, artificial intelligence, creativity, ideation and creativity

Patrick Hsu in the lab

Patrick Hsu

Dept of Bioengineering

generative biology, language models, virtual cell models, genome mining and editing, synthetic biology, AI agents for science

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

Photo of Alex Dimakis

Division of Electrical Engineering (EECS)

generative models

Division of Electrical Engineering (EECS)

computationally efficient machine learning and deep learning, AI

image of ramon weber

Ramon Weber

Dept of Architecture

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

Dept of Statistics

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

Bin Yu

Dept of Statistics

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

Dept of Psychology

A.I., learning, philosophy, psychology, cognitive development, theory of mind, young children, children's causal knowledge, Bayes Net formalism

Pamela Samuelson

Pamela Samuelson

public policy, intellectual property law, new information technologies, traditional legal regimes, information management, copyright, software protection and cyberlaw, AI govenance

Dept of Architecture

virtual and augmented reality for building design and simulation, net zero energy and sustainable design, parametric and generative design systems for sustainable architecture, daylighting, daylighting in buildings, housing solutions for the developing world and refugee camps

Fei Xu

Dept of Psychology

cognitive development, language development, learning mechanisms, statistical learning and statistical inference, conceptual development, developmental psychology, word learning, physical reasoning, social cognition in infants and children, learning in infants and young children, computational models of cognitive development, cognitive development and AI models, psychology and philosophy

Phillip Messersmith

Phillip Messersmith

Dept of Bioengineering

Dept of Materials Science and Engineering

adhesion, polymers, regenerative medicine, sustainable polymers, biomimetics, medical devices

Shannon Boettcher

Dept of Chemical & Biomolecular Engineering

Dept of Chemistry

electrochemistry, materials chemistry, heterogeneous catalysis, hydrogen generation, electrolysis, batteries, membrane science

Dr. Seung-Wuk Lee reviewing bio-inspired materials in a library

Dept of Bioengineering

nanotechnology, bio-inspired nanomaterials, synthetic viruses, regenerative tissue engineering materials, drug delivery vehicles

Jonathan Shewchuk

Jonathan Shewchuk

Division of Electrical Engineering (EECS)

scientific computing, computational geometry (especially mesh generation, numerical robustness, surface reconstruction, numerical methods, machine learning, physically-based animation

Kevin Edward Healy

Dept of Bioengineering

Dept of Materials Science and Engineering

bioengineering, biomaterials engineering, bioinspired materials, regenerative medicine, stem cell engineering, microphysiological systems, organs on a chip, drug screening and discovery

Carlos Fernandez-Pello

Carlos Fernandez-Pello

Dept of Mechanical Engineering

fire, combustion, flammability of materials, wildland fire spotting, wildland fire propagation, ignition and fire spread, smoldering and flaming, self heating and ignition, small scale energy generation

Enrique Iglesia

Dept of Chemical & Biomolecular Engineering

chemical engineering, catalytic materials, heterogeneous catalysis, chemical reaction engineering, methane and biomass coversion processes, refining processes, hydrogen generation, alkane activation deoxygenatiion and desulfurization catalysis, zeolites

Zaijun Chen

Division of Electrical Engineering (EECS)

physical electronics, artificial intelligence, computer architecture & engineering, information / data / network / communication science, integrated circuits

Division of Electrical Engineering (EECS)

signal processing, image processing, computer vision, Deep Learning

Anant Sahai

Division of Computer Science (EECS)

Division of Electrical Engineering (EECS)

machine learning, artificial intelligence, information theory, communications theory, wireless communication, cognitive radio, distributed control, spectrum sensing, spectrum sharing, spectrum policy, power consumption in communications systems

Grace Gu

Dept of Mechanical Engineering

Composites, additive manufacturing, in-situ monitoring and process control, artificial intelligence and machine learning, bioinspired materials

Pieter Abbeel with PR2 robot

Division of Computer Science (EECS)

robotics, machine learning, artificial intelligence, Deep Learning