Find UC Berkeley Faculty

artificial intelligence, computational biology, algorithms, machine learning, real-time decision-making, probabilistic reasoning

cryptography, computational number theory, complexity theory, fault tolerant distributed computing, probabilistic proof systems, approximation algorithms, theory(THY)

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

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

moral philosophy, political philosophy, practical reason, applied ethics

development, education, cognition, human development, development of social judgments and action, the development of moral reasoning, children’s conceptions of authority, rules in school settings, culture and social development

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

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

design theory and methods, automation, decision-making applied to engineering teams and individuals, ideation and creativity, analogical reasoning in design, preference modeling and design attribute optimization, design cognition, neuroimaging methods applied to design, sustainable design, New product development, crowdsourcing and collaboration

operator algebras, free probability theory, random matrices, K-theory of operator algebras, single operator theory

artificial intelligence, database management systems

structural engineering, mechanics and materials, structural reliability, earthquake engineering, uncertainty quantification

cognition, human brain function, development

fragmentation, statistics, mathematics, Brownian motion, distribution theory, path transformations, stochastic processes, local time, excursions, random trees, random partitions, processes of coalescence

sleep, insomnia, circadian rhythms, mental illness, comorbidity, implementation science, community-engaged research/scholarship, research practice partnership, community-academic partnership

mathematical programming, computational game theory, applied probability

artificial intelligence, enlightenment, early Modern European intellectual history, 20th century European and American intellectual history, history and theory of media and technology, history of political thought

ethics, moral philosophy, philosophy

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

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

computer science, activity-based computing, livenotes, mechatronic devices, flexonics

power, hierarchy, intersectionality, emotions

history of science, History of Mathematics, history of technology, science and society, science studies, STS

metaphysics, philosophy of science

robotics, UAVs, estimation, control