Find UC Berkeley Faculty

genomics, genetics, computational biology, structural variation, RNA, diversity, aging, population genetics

bioengineering, nanofabrication, nanorobotics, biosystems and computational biology, energy, integrated circuits, micro/nano electro mechanical systems, physical electronics

Idiographic Science, Group-to-Individual Generalizability, Personalization, EMA, Time Series, physiology, Methods and Statistics

biosystems and computational biology, human-computer interaction, signal processing

computational materials science

elections, astrophysics, law, statistics, litigation, causal inference, inverse problems, geophysics, uncertainty quantification, educational technology, soil science, race and gender bias and discrimination, nonparametrics, climate, natural disasters, sustainable food systems, public impact research/scholarship, community-engaged research/scholarship, community-based research partnerships, social justice research, research in the public interest, active transportation, earthquake hazard mitigation, natural hazards

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

biostatistics, educational statistics, latent variable models, missing data methods, multilevel models, generalized linear latent and mixed models, hierarchical models, longitudinal data, Item response models, structural equation models

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

metabolism, aging, systems biology, computational biology

computational biology, molecular biology

computational mechanics, nonlinear continuum mechanics

mathematics, applied mathematics, partial differential equations, computational physics, level set Methods, computational fluid mechanics and materials sciences, fast marching methods

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

large random combinatorial structures, random matrices, superprocesses & other measure-valued processes, probability on algebraic structures -particularly local fields, applications of stochastic processes to biodemography, mathematical finance, population genetics, phylogenetics & historical linguistics

American political institutions, bureaucratic organizations, executive branch, public administration, political economy, statistical modeling

mathematics, scientific computing, numerical linear algebra, convex optimization

computational neuroscience, vision science, attention, fMRI, language, natural scene perception, brain encoding, brain decoding

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

civil procedure, statutory interpretation, law and economics, event study methodology, securities litigation, economics of crime, public assistance, statistical methods

learning, decision making, computational modeling, executive functions

political economy, ethnic politics, comparative clientelism in developing countries, research design, causal inference, statistical methods, multi-method research

artificial intelligence, health

computer vision, pedestrian mobility, urban accessibility, walkability