Find UC Berkeley Faculty

Research Expertise and Interest

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

Name

Department

Angjoo Kanazawa

Angjoo Kanazawa

Division of Computer Science (EECS)

CS-vision, graphics, machine learning

Song Mei

Dept of Statistics

data science, statistics, machine learning

Satish Rao

Division of Computer Science (EECS)

combinatorial optimization, design and analysis of algorithms

Aditi Krishnapriyan

Aditi Krishnapriyan

Dept of Chemical & Biomolecular Engineering

Division of Computer Science (EECS)

machine learning, geometric deep learning, differentiable physics, dynamical systems, numerical methods, computational geometry, optimization

Dept of Civil and Environmental Engineering

advanced structural systems, structural dynamics, structural design, earthquake engineering, isolation and other high performance systems, use of novel materials in design

Dept of Landscape Architecture & Environmental Planning

landscape architecture, arid landscapes, visualization, urban design, urbanism

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

Ali Mesbah

Dept of Chemical & Biomolecular Engineering

model predictive control, learning-based control, low-temperature plasma processing, machine learning and control for plasmas, semiconductor manufacturing

Dept of City & Regional Planning

urban spatial politics, ecological design, environmental hazards of climate change, Affordable housing, shared equity housing, manufactured housing, adaptation to flooding

Haas School of Business

microeconomic theory, Mechanism Design, experimental economics

Dept of Industrial Engineering & Operations Research

sparse learning, integer programming, computational optimization, robust optimization, logistics

Hannah Stuart working with Laura Treers on a burrowing robot

Dept of Mechanical Engineering

robotics, dynamics, design-based research, exoskeleton systems, bioinspired robots, marine systems, dexterous manipulation, hands, grasping, Mechanism Design, human-robot interaction

Lining Yao

Dept of Mechanical Engineering

sustainable design, morphing material mechanisms, ecology, sustainability

School of Public Health

machine learning, medicine, health policy

Division of Computer Science (EECS)

machine learning, society, decision-making

School of Information

design, human-computer interaction, user experience research

Andreas Schaab in outdoor setting

Dept of Economics

monetary policy, business cycle fluctuations, inequality, policy design

Xiudi Li

School of Public Health

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

Division of Computer Science (EECS)

machine learning, data science, artificial intelligence

Amy E. Herr in foreground with microfluidic data in background

Amy Herr

Dept of Bioengineering

microfluidics, bioanalytical separations, diagnostics, electrokinetic transport, engineering design

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

Nikita Zhivotovskiy

Dept of Statistics

mathematical statistics, applied probability, statistical learning theory

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