Find UC Berkeley Faculty

Research Expertise and Interest

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

Name

Department

Dept of Economics

econometrics, machine learning

Jennifer Listgarten

Jennifer Listgarten

Division of Computer Science (EECS)

artificial intelligence, machine learning, computational biology, protein engineering, statistical design of experiments, statistical machine learning, experimental design

Division of Computer Science (EECS)

machine learning, data science, artificial intelligence

Ying Cui

Dept of Industrial Engineering & Operations Research

continuous optimization, optimization under uncertainty, statistical estimations, machine learning, artificial intelligence

Person placeholder image

Division of Computer Science (EECS)

data science, machine learning, inequality, Healthcare

Uros Seljak in 2023

Uros Seljak

Dept of Physics

astrophysics, cosmology, machine learning, Bayesian statistics

Paul Grigas

Dept of Industrial Engineering & Operations Research

optimization, machine learning, data-driven decision-making

Ahmed Alaa

Computational Precision Health Program

machine learning and artificial intelligence, health care, statistics

Carole S. Hickman

Dept of Integrative Biology

systematics, evolutionary paleobiology, morphology, molluscs, macroevolutionary trends and patterns, Cenozoic Era, fossil record, evolutionary history and structure

Dept of Statistics

Division of Computer Science (EECS)

machine learning, statistical learning theory, adaptive control

Ekédi Mpondo-Dika

Dept of Sociology

emotions, poverty, family and personal relationships, mental health

Michael DeWeese

Dept of Neuroscience

Dept of Physics

machine learning, computation, systems neuroscience, auditory cortex, neural coding, statistical mechanics

Xiudi Li

School of Public Health

causal inference, data integration, federated learning and transfer learning, electronic health records, clinical trials, High Dimensional Data Analysis

Irene Chen

Computational Precision Health Program

Division of Computer Science (EECS)

machine learning, personalized medicine and healthcare systems, global health equity, precision health

Goldman School of Public Policy

School of Information

applied microeconomics, behavioral science, machine learning

Dept of Materials Science and Engineering

energy storage, computational modeling, machine learning, autonomous laboratories

Kyriakos Komvopoulos

Kyriakos Komvopoulos

Dept of Mechanical Engineering

contact mechanics, fracture and fatigue of engineering materials, finite element modeling of surface contact and machining, thin-film processing and characterization, adhesion and fatigue of MEMS devices, plasma-assisted surface functionalization of biomaterials, surface patterning for cell adhesion and growth control, mechanics & tribology of magnetic recording devices, microfibrous scaffolds for tissue engineering, tribology and mechanics of artificial joints, mechanical metamaterials

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

Dept of Statistics

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

Ann Kring

Dept of Psychology

schizophrenia, emotion, mental illness, psychology

Blumenstock speaking at a conference

Joshua Blumenstock

School of Information

machine learning, development economics, poverty and public policy, inequality and crisis

Haas School of Business

structural modeling of credit risk, optimal leverage and agency costs, investment strategies, performance measurement: beyond mean-variance analysis

Evan R. Williams

Evan R. Williams

Dept of Chemistry

spectroscopy, molecular structure and dynamics, analytical chemistry, biophysical chemistry, structure and reactivity of biomolecules and biomolecule/water interactions, mass spectrometry, separations, protein conformation, protein and DNA sequencing

Dept of Economics

minimum wage, living wages, labor market segmentation, low wage labor markets

Dept of Environmental Science, Policy & Management

globalization, sustainability, labor and environmental policy, supply chains, consumers, information-based regulation, environmental justice, sustainability transitions, disruptive innovation