Find UC Berkeley Faculty

algorithms, applied probability, statistics, random walks, Markov chains, computational applications of randomness, Markov chain Monte Carlo, statistical physics, combinatorial optimization

computational mechanics, mechanics of solids, finite element methods, finite element software

sustainable design, morphing material mechanisms, ecology, sustainability

information theory, probability, data compression, communications, computer science

Lithium-ion Batteries, multivalent batteries, organic electrolytes, polar materials, datamining of materials properties for energy applications

design computation, architectural representation, design methods, Generative AI, artificial intelligence, creativity, ideation and creativity

media studies, computer graphics, history of technology, Science and Technology studies, queer theory, new media, art and technology

urban vulnerability and resilience, insurance and climate change, Soviet urban planning and post-Soviet urban and social welfare transformation, infrastructure and politics, neoliberalism and governmental rationality, emergency government in the United States

advanced manufacturing, 3D printing systems, fire propagation and control, UAVs and swarms, ballistic fabric shielding, food-system modeling, pandemic modeling

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

language acquisition, language processing

artificial intelligence, cyber-physical systems and design automation, computer architecture & engineering

synthetic biology

energy storage, computational modeling, machine learning, autonomous laboratories

theoretical ecology, stochastic processes, optimal control, decision theory, ecoinformatics, data science, tipping points

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

cardiovascular biomechanics, computational mechanics, computational fluid dynamics, thrombosis, medical image processing, dynamical systems, fluid dynamics, Lagrangian coherent structures, mathematical modeling

computer vision, pedestrian mobility, urban accessibility, walkability

digital forensics, forensic science, misinformation, human perception

attention, curiosity, learning, computational modeling, cognitive development, machine learning, belief formation

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

knowledge representation, adaptive learning, artificial intelligence, learning analytics, Recommender Systems, higher education, data science, Digital Learning Environments, cognitive modeling, Big Data in Education, Knowledge Tracing, Formative Assessment, intelligent tutoring systems, Online Learning, psychometrics, Educational Data Mining

molecular cell biomechanics, bacterial communities / microbiomes, deep learning for biology and medicine

condensed matter theory

machine learning and artificial intelligence, precision health, optimization, statistics