Find UC Berkeley Faculty

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

artificial intelligence, machine learning

robotics, machine learning, artificial intelligence, deep learning

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

Idiographic Science, Group-to-Individual Generalizability, Personalization, EMA, Time Series, physiology, Methods and Statistics

machine learning, statistical learning theory, adaptive control

precision medicine, causal inference, adaptive experiment, machine learning and artificial intelligence

adaptive control, machine learning, learning and nonlinear control, control of robot manipulators, computer mechatronics systems, micro-electromechanical systems (MEMS), intelligent vehicle, highways systems

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

neurobiology, learning, neurophysiology, sensory biology

learning, decision making, computational modeling, executive functions

causal inference, precision health, Health AI, targeted learning, HIV, global health, pandemics

causal inference, targeted learning, statistical issues in epidemiology, precision medicine and public health

statistics, machine learning, semiparametric models, asymptotic theory, hidden Markov models, applications to molecular biology

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

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

Composites, additive manufacturing, in-situ monitoring and process control, artificial intelligence and machine learning, bioinspired materials, generative AI for aerospace, soft robotics

Human evolutionary genetics, human genetics, ancient DNA, population genetics, statistical genetics

landscape architecture and environmental planning, urban hydrology, climate change adaptation, flooding, urban wildland interface fire, community engaged research, urban design, urban ecology, surface hydrology, groundwater, sea level rise, climate change, adaptation, environmental justice, adaptation to flooding, public impact research/scholarship, community-engaged research / scholarship, social justice research, client-based studio teaching, community-based studio teaching

anthropology, Science and Technology studies, environment, Expertise, climate change, historicism, theories of liberalism, Caribbean/Latin America

Ion channel function, synaptic plasticity, neural excitability, synaptic transmission, synapse

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

molecular evolution, ecological genetics, genetics and genomics, fungal genetics

embedded and cyberphysical systems, artificial intelligence, AR/VR, computer science, robotics, arial robots, cybersecurity, cyber defense, homeland defense, nonholonomic systems, control of hybrid systems, sensor networks, interactive visualization, robotic telesurgery, rapid prototyping