Find UC Berkeley Faculty

computational linguistics, machine learning, artificial intelligence, Generative AI, Deep Learning, speech processing, NLP, phonology, articulatory and acoustic phonetics, historical linguistics, Indo-European linguistics

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

historical biogeography, evolutionary biology, Southeast Asia, population genetics, hummingbirds, functional morphology, vertebrate systematics, phylogenetic analysis, life history evolution, Bayesian methods, Southeast Asian flying lizards

cognition, cognitive science, artificial intelligence, learning, Problem solving, Reasoning, decision-making, Bayesian statistics, natural language processing, machine learning, computational modeling, collective decision-making, social networks

biostatistics, educational statistics, latent variable models, missing data methods, multilevel models, generalized linear latent and mixed models, hierarchical models, longitudinal data, Item response models, structural equation models

Infectious disease dynamics, methodological issues in infectious disease surveillance, infectious diseases, infectious disease epidemiology, global environmental change, climate change, global change, urbanization, mathematical modeling, computational modeling

research methods, personality, measurement, emotion regulation, personality structure, personality development, traits, Big Five model, individual differences, emotion expression, self-concept, accuracy, bias, self-knowledge, personality assessment

theory(THY), complexity theory, analysis of Boolean functions, randomness in computation, quantum computation

quantum computation, hamiltonian complexity, analysis of algorithms, computer security

ethnography and qualitative methods, stress and chronic disease, social determinants of health and health disparities, health systems research and healthcare access, social difference and power and inequality, criminal justice as a determinant of health, urban transportation, community-engaged research/scholarship, community-based research partnerships

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

intelligent learning systems, information retrieval and data mining, multiobjective and strategic product design, nonlinear optimization, probabilistic modeling, intelligent control and manufacturing, sensor validation and fusion and diagnostics, wireless sensor networks, multimedia and computer-aided design, design databases, design theory and methods, MEMS Synthesis and CAD, artificial intelligence and decision and expert systems, gender equity

Problem solving, knowledge representation & reorganization, explanatory coherence & inference, conceptual change, societal implications, science instruction, global climate change psychology, numeracy in journalism, naïve/informal physics, computational models of cognition, perceptual-cognitive interactions, intelligent tutoring systems, understandings of biological evolution, Reasoning, qualitative & quantitative thinking

mathematics, algebraic geometry, commutative algebra, computation

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

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

computationally efficient machine learning and deep learning, AI

quantum information and quantum computation, control and simulation of complex quantum systems, quantum effects in biological systems, quantum physics, quantum mechanics

economic theory, economics and computation, mathematical economics, discrete allocation problems

applied mathematics, Quantum Chemistry, quantum computation, Scientific machine learning

machine learning, computation, systems neuroscience, auditory cortex, neural coding, statistical mechanics

particle physics, machine learning, algorithms, quantum algorithms, general purpose computation on the GPU (GPGPU)

applied plasma physics: fusion technology: microwaves, experimental investigation of RF plasma heating, experimental studies of compact toroids spectral method for magnetohydrodynamic stability

quantum information and computation, precision measurements, ion traps, quantum state engineering, decoherence, quantum simulations, quantum energy transport, quantum chaos, cryogenic electronics