Find UC Berkeley Faculty

population ecology, mathematical modeling and statistics

architecture, housing, spaces of production, flexibility, uncertainty, labor

statistics, machine learning, semiparametric models, asymptotic theory, hidden Markov models, applications to molecular biology

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

machine learning and artificial intelligence, health care, statistics

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

astrophysics, cosmology, machine learning, Bayesian statistics

experimental space physics, plasma astrophysics, solar physics, low frequency radio astronomy

observational astrophysics, galaxies, stars, cosmology, early Universe, dark matter

evolution, molecular evolution, population genetics, human variation, human genetics, phylogenetics, applied statistics, genetics, evolutionary processes, evolutionary biology

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

fragmentation, statistics, mathematics, Brownian motion, distribution theory, path transformations, stochastic processes, local time, excursions, random trees, random partitions, processes of coalescence

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

cancer, protein degradation, siRNA, Berkeley Screening Center

architecture, landscape design, space design, media and its effect upon design through filmic techniques and video investigations

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

high performance computing, partitioned Global Address Space programming, communication-avoiding algorithms, automatic performance tuning, high performance data analytics, computational biology

sound and space, ethnography, human geography, sound studies, music and social movements, affect and the body, Japanese popular performing arts, critical ocean studies, public ethnomusicology

active tectonics, geophysics, geology, earth and planetary science, geomechanics, tectonics, Seismology, structural geology, fault zone processes, crustal deformation, space geodesy, natural hazards, landslides

statistics, organization, psychology, research methodology, industrial, social psychology, personnel, cross-cultural work values, decision-making research, work and family issues, the work values of Chinese employees

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

artificial intelligence, machine learning