Find UC Berkeley Faculty

biophysics, evolutionary dynamics, soft matter, statistical physics, theory and experiments

public policy, nuclear engineering, energy, resources, risk analysis as applied to global warming, methodological studies of forecasting, hazard assessment, renewable energy technologies, environmental resource management

artificial intelligence, machine learning

causal inference, targeted learning, statistical issues in epidemiology, precision medicine and public health

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

cryptography, computational number theory, complexity theory, fault tolerant distributed computing, probabilistic proof systems, approximation algorithms, theory(THY)

statistical mechanics, fluid mechanics, solid mechanics, biological membranes, active matter, glassy dynamics

Human evolutionary genetics, human genetics, ancient DNA, population genetics, statistical genetics

machine learning and artificial intelligence, precision health, optimization, statistics

labor markets, human resources, data analysis and statistical methods

cellular and systems biology, statistical inference, single-cell genomics

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

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

statistical mechanics, active matter, biophysics, physical chemistry, polymer science, directed self-assembly

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

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

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

neuroimaging data analysis, deep brain stimulation, brain-computer-interface, statistical machine learning, Deep Learning, reinforcement learning, networks data analysis, functional data analysis, tensor analysis, ordinary differential equations, dimension reduction, high dimensional inference

intelligent learning systems, information retrieval and data mining, multiobjective and strategic product design, nonlinear optimization, probabilistic modeling, intelligent control and manufacturing, sensor validation and fusion and diagnostics, wireless sensor networks, multimedia and computer-aided design, design databases, design theory and methods, MEMS Synthesis and CAD, artificial intelligence and decision and expert systems, gender equity

causal inference, health services & policy analysis, biostatistics, discrete optimization

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

computational genomics, Genomic susceptibility of common diseases, Genomic Tree of Life, Demography of human genome diversity

CRISPR gene editing for clinical applications

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

genetics and genomics, genomics, landscape genetics, evolution, population genetics, conservation, herpetology, GIS, spatial analysis, statistical methods, epigenetics