Find UC Berkeley Faculty

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

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

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

earthquake physics, geophysical signal discovery

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

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

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

cognitive development, language development, learning mechanisms, statistical learning and statistical inference, conceptual development, developmental psychology, word learning, physical reasoning, social cognition in infants and children, learning in infants and young children, computational models of cognitive development, cognitive development and AI models, psychology and philosophy

post-conflict elections, policing, peace processes, civil conflict, foreign intervention, armed actor governance, armed actor social support, counterinsurgency, survey experiments, mixed-method research design, Central America, Colombia, Solomon Islands, West Africa

theoretical computer science, probability theory, combinatorics, complex networks, statistical physics, artificial intelligence, applications of artificial intelligence and machine learning in engineering and sciences

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

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

computational biology, machine learning, artificial intelligence, genomics, personal genome interpretation, precision health, rare diseases, statistical genetics, molecular biology, biophysics

crime, criminal justice, drug control, gender, health disparities, inequality, law, mass incarceration, mental health, mixed methods, policing, policy, poverty, prisons, punishment, race, risk, reentry, substance abuse, trauma, violence, race and gender, artificial intelligence, data science, social work and education, social work, public impact research/scholarship, social justice research

organometallic chemistry, organometallic catalysis, materials chemistry, coordination chemistry

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

statistical and sparse signal processing, adversarial and distributed machine learning, coded computing, privacy and security, scalable distributed video-on-demand delivery, coding theory, communications, information theory, peer-to-peer networking, blockchains

molecular biology, computational biology, evolutionary biology, bioengineering, structural genomics, computational genomics, cellular activity, cellular functions, personal genomics

inorganic, organometallic, polymer and materials chemistry, transition metal compounds, catalysis, new chemical transformations, advanced solid state materials, renewable energy, solar fuels

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

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

structural materials, computational materials, the limits of strength, deformation mechanisms, non-destructive testing with SQUID microscopy, mechanisms of grain refinement in high strength steels, lead-free solders for microelectronics

integrable probability, random matrices, asymptotic representation theory