Find UC Berkeley Faculty

Research Expertise and Interest

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

Name

Department

Irene Chen

Computational Precision Health Program

Division of Computer Science (EECS)

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

Paul Grigas

Dept of Industrial Engineering & Operations Research

optimization, machine learning, data-driven decision-making

Alex Dimakis

Division of Electrical Engineering (EECS)

generative models

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

Nika Haghtalab

Division of Computer Science (EECS)

artificial intelligence, machine learning, theoretical computer science, game theory and mechanism design

Nikita Zhivotovskiy

Dept of Statistics

mathematical statistics, applied probability, statistical learning theory

Ryan Tibshirani

Dept of Statistics

statistical computing, applications in public health, high-dimensional data analysis, nonparametric inference, artificial intelligence, machine learning

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

Somayeh Sojoudi

Division of Electrical Engineering (EECS)

large-scale complex systems

Jaijeet Roychowdhury

Division of Electrical Engineering (EECS)

artificial intelligence, cyber-physical systems and design automation, computer architecture & engineering

Jennifer Chayes

Dept of Mathematics

Dept of Statistics

Division of Computer Science (EECS)

phase transitions in computer science, structural and dynamical properties of networks, graphons, machine learning, ethical decision making, climate change

Ali Kakhbod

Haas School of Business

financial economics, big data, machine learning, information frictions

Xin Guo

Dept of Industrial Engineering & Operations Research

stochastic control and games, theory of machine learning and applications to medical and financial data analysis, applied probability and stochastic models

Guanyu Su

Dept of Nuclear Engineering

energy systems and technology, wireless sensor networks, machine learning, thermal hydraulics, heat and mass transfer in molten salt, high temperature thermal energy storage

David Bates

Dept of Rhetoric

artificial intelligence, enlightenment, early Modern European intellectual history, 20th century European and American intellectual history, history and theory of media and technology, history of political thought

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

Song Mei

Dept of Statistics

data science, statistics, machine learning

Ziad Obermeyer

School of Public Health

machine learning, medicine, health policy

Moritz Hardt

Division of Computer Science (EECS)

machine learning, society, decision-making

Alane Suhr

Division of Computer Science (EECS)

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

Guanghan Meng

Division of Electrical Engineering (EECS)

School of Optometry

biomedical optics, clinical science, molecular and cell biology, neuroscience

Daniel Klein

Division of Computer Science (EECS)

unsupervised language acquisition, efficient algorithms for NLP, linguistically rich models of language, integrating symbolic and statistical methods for NLP, organization of the web, machine translation, information extraction

Bingqing Cheng

Dept of Chemistry

theoretical chemistry, physical chemistry, polymers and nanoscience

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

Steven Weber

Dept of Political Science

School of Information

political science, international security, international political economy, information science

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