Find UC Berkeley Faculty

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

organometallic chemistry, organic, development of new synthetic methods, enantioselective catalysts, strategies for the synthesis of natural products, synthesis of complex molecules, formation of carbon-carbon and carbon-heteroatom bonds, olefins, Supramolecular Chemistry, redox flow batteries, medicinal chemistry, bioconjugation, homogeneous catalysis, heterogeneous catalysis, biomass, fluorination

population ecology, mathematical modeling and statistics

machine learning, statistical learning theory, adaptive control

collective phenomena in material, chemical material dynamics in surfaces and interfaces, symmetry-broken states and their emergence in condensed-phase systems, dynamical properties in artificial and correlated superlattices, ultrafast spectroscopy from THz to X-rays

theoretical chemistry

machine learning, gamma-ray bursts, supernovae, time-domain astronomy, data-driven discovery

artificial intelligence, machine learning, computational biology, protein engineering, statistical design of experiments, statistical machine learning, experimental design

education, immigration, unemployment, inequality, race and gender, program evaluation

geotechnical engineering, landslides, drones, satellites, earthquakes, natural hazards, infrastructure resilience, informatics, geoenvironmental engineering, landfills

human mobility, network science, complex systems, urban science, spending behavior, urban vulnerability and resilience, climate change

noble gas geochemistry, thermochronometry, cosmogenic nuclide, alpine glacial erosion, chemical weathering, lunar impacts, magnetism, Martian meteorites, Mars 2020 Perseverance rover mission

statistics, machine learning, data science, applied statistics, statistical computing, computational biology, computational genomics, Precision Medicine, precision health

biogeochemistry, earth history, geobiology, global climate studies, organic geochemistry, stable isotope geochemistry

machine learning, development economics, poverty and public policy, inequality and crisis

natural waste composites and additive manufacturing, flood resilience, multifunctional building systems, biologically inspired technologies, robotics and additive manufacturing

mathematical representation of musical and acoustic signals, music composition

conservation biology, ecosystems, rangeland ecology and management, natural resources, Native American history, livestock, China

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

computational materials science

aging, social welfare, family issues, aging-friendly communities, long-term care policies

applied statistics, functional genomics, translational bioinformatics, high dimensional and integrative genomic/genetic data analysis, network modeling, hierarchical multi-lable classification

health inequities, race/ethnicity, socioeconomic position, stress and health, place and health, social determinants of health, cardiometabolic risk, birth outcomes

evolution of sex and recombination, Y degeneration, dosage compensation, sexually antagonistic variation