Find UC Berkeley Faculty

causal inference, survey data analysis

theory(THY), optimization, complexity theory, approximation algorithms

corrosion resistance of materials, additive manufacturing of metals

computer architecture & engineering

African politics, political economy of development, redistributive politics

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

unsupervised language acquisition, efficient algorithms for NLP, linguistically rich models of language, integrating symbolic and statistical methods for NLP, organization of the web, machine translation, information extraction

international relations, international political economy, international law, political psychology, experimental design, bargaining and negotiation

igneous petrology, geochemistry, volcanology

CS-vision, graphics, machine learning

operating systems & networking, artificial intelligence, database management systems

bioengineering, nanofabrication, nanorobotics, biosystems and computational biology, energy, integrated circuits, micro/nano electro mechanical systems, physical electronics

programming optimization, programming languages

ocean carbon cycle dynamics, remote sensing, aquatic chemistry, marine biogeochemistry, land - ocean biogeochemistry, chemical oceanography, ocean sensors and autonomous observing systems, Carbon Explorer, Carbon Flux Explorer

applications of artificial intelligence and machine learning in engineering and sciences, structural mechanics, computational mechanics, computational materials, computational mechanics and computational physics, finite element methods and meshfree particle methods, ferroelectric and piezoelectric materials, atomistic simulation and multiscale simulations, nonlinear continuum mechanics, soft matter mechanics, wave propagations, modeling and simulation of fracture, dislocations, modeling and simulation of material failures, nano-mechanics, bio-mechanics and bio-physics, cellular mechanics, micromechanics & composite materials, mechanics and physics of amorphous materials

online education, MOOC, blended learning, parallel programming, software engineering, Web development

program analysis, program synthesis, database application performance, big systems, big data, database management, database management systems, database design and construction, programming languages and compilers, programming languages

robotics, human-robot interaction, human-compatible artificial intelligence

artificial intelligence, intelligent systems and robotics

computer security, applied cryptography

operating systems & networking