Find UC Berkeley Faculty

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

geoarchaeology, geophysics, acoustics, Seismology, machine learning, energy, carbon capture and storage, oil and gas

Composites, additive manufacturing, in-situ monitoring and process control, artificial intelligence and machine learning, bioinspired materials

neurobiology, learning, neurophysiology, sensory biology

mechanical engineering, use of machine learning to develop high performance energy conversion and thermal management technologies, micro-to-nanoscale modeling of the thermophysics of multiphase systems, waste plastic transport in environmental watersheds, waste plastic recycling

applied nuclear physics, neutron detection, scintillation physics, machine learning applications, nuclear weapon policy

mathematics, scientific computing, numerical linear algebra, convex optimization

learning, decision making, computational modeling, executive functions

energy systems and technology, wireless sensor networks, machine learning, thermal hydraulics, heat and mass transfer in molten salt, high temperature thermal energy storage

behavior, cognition, brain, psychology, birdsong, vocal learning, audition, neurophysiology, speech perception, computational neuroscience, theoretical neuroscience

targeted learning, real-world data integration in RCTs, sequential adaptive designs, computational biology and genomics, censored data and survival analysis, medical research, inference in longitudinal studies

artificial intelligence, technology, learning, mathematics, science, education, science teaching, gender equity, design of learning environments

mathematical statistics, applied probability, statistical learning theory

earthquake physics, geophysical signal discovery

drinking water, fuel-efficient stoves, indoor air quality, energy efficiency, developing countries, buildings energy efficiency

economics, experimental economics, behavioral economics, networks, microeconomic theory, social learning

STEM education, learning sciences, inequality & resistance, politics of learning, case study & design-based research

quantum state learning, quantum complexity theory, property testing, approximation algorithms

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

designed learning environments, Cultural dimensions of learning, language and literacy learning for dual language learners, biliteracy, new media literacies, the social organization of learning, ethnographic methodology and qualitative approaches to inquiry, design experiment/social design experiments, education of Latino, immigrant, migrant youth, urban education, teacher learning, educational and language policy

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

folklore, Danish culture, Danish cinema, Danish literature, 19th and 20th Century Scandinavian literature, digital humanities, culture analysis, machine learning, networks, Korean culture, public impact research/scholarship, community-engaged research/scholarship

integrated circuits, solid-state devices, sensors, semiconductor manufacturing, energy efficiency, smart buildings