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)

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

probability, mathematical probability, statistical mechanics

mathematical programming, computational game theory, applied probability

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

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

mathematical logic

philosophy of science, philosophy of physics, metaphysics

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

logic, social choice theory

data science, statistics, machine learning

applied mathematics, mathematical analysis, probability, numerical analysis, optimization, Monte Carlo methods

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

artificial intelligence, database management systems

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

mathematical cognition, design-based research, mixed-media design for mathematics learning environments, embodied interaction

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