Find UC Berkeley Faculty

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

metabolism, obesity, adipose tissue, brown fat, thermogenesis, tissue engineering, diabetes, fatty acid transport, fatty acid, stem cells, microphysiological systems, lipid nanoparticles, liver disease

neural crest gene regulatory network, vertebrate embryonic development, regeneration of tissue

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

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

nanotechnology, bio-inspired nanomaterials, synthetic viruses, regenerative tissue engineering materials, drug delivery vehicles

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

cognition, cognitive science, artificial intelligence, learning, Problem solving, Reasoning, decision-making, Bayesian statistics, natural language processing, machine learning, computational modeling, collective decision-making, social networks

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

optometry, vision science, myopia, refractive errors, accommodation, aberrations, eye growth, ocular therapeutics, optical myopia control, pharmacological myopia control, ocular tissue engineering, ocular stem cells, basic and clinical research with social implications

poverty, obesity, child development, public health nutrition, global health, psychosocial and biological determinants of health, overweight, nutritional and epidemiologic transition, chronic disease, malnutrition, child health and development, early experience, inequality and health disparities, Latino health, Mexican-Americans and other immigrant groups, stress hormones, salivary cortisol

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

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

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

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

causal inference, precision health, Health AI, targeted learning, HIV, global health, pandemics

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

Renaissance Europe, early modern Europe, Atlantic History, History of Books and Reading, colonialism, history of science and technology

artificial intelligence, machine learning

public health, infectious diseases

Computational chemistry, machine learning, chemical physics, biophysics, biomolecules, materials, catalysis, computational science