Find UC Berkeley Faculty

geometric and solid modeling, general purpose computation on the GPU (GPGPU), CAD/CAM, computational geometry, computer graphics and visualization, tool path planning, additive manufacturing, computer vision, Deep Learning

biogeochemistry, iron reduction, metals and contaminants, soil aggregates, selenium kinetics of organic matter degradation, nitrate reduction, soil and environmental biogeophysics, biogeochemical cycles, fate and transport of nutrients, sulfate reduction, wetland soils, littoral sediments, spatial variation in biogeochemical processes

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

machine learning, statistical learning theory, adaptive control

theoretical chemistry

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

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

inorganic chemistry, materials chemistry, heterogeneous catalysis, electrochemistry, quantum transport, optoelectronics, low-dimensional and nanoscale structures

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

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

Lithium-ion Batteries, multivalent batteries, organic electrolytes, polar materials, datamining of materials properties for energy applications

computer science, internet architecture, software-defined networking, network function virtualization, game theoretic approaches to resource allocation, large-scale distributed systems, edge computing

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

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

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

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

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

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

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

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

theoretical polymer, soft materials, electrostatic double layer