Find UC Berkeley Faculty

data science, statistics, machine learning

probability, mathematical probability, statistical mechanics

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

computer architecture & engineering, cyber-physical systems and design automation, energy, operating systems & networking

electrical engineering, computer sciences, control, biosystems, control theory, intelligent systems, robotics, hybrid and embedded systems, biological cell networks

large-scale complex systems

statistical computing, applications in public health, high-dimensional data analysis, nonparametric inference, artificial intelligence, machine learning

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

machine learning, variational inference, Bayesian methods, robustness quantification, applied statistics

dynamical systems with inherent uncertainties, vibration, damping and hysteresis

elections, astrophysics, law, statistics, litigation, causal inference, inverse problems, geophysics, uncertainty quantification, educational technology, soil science, race and gender bias and discrimination, nonparametrics, climate, natural disasters, sustainable food systems, public impact research/scholarship, community-engaged research/scholarship, community-based research partnerships, social justice research, research in the public interest, active transportation, earthquake hazard mitigation, natural hazards

animal behavior, behavioral ecology, animal communication, neuroethology, sensory systems

causal inference, machine learning, nonparametric statistics, responsible AI, algorithmic fairness

bioengineering, biomaterials engineering, bioinspired materials, regenerative medicine, stem cell engineering, microphysiological systems, organs on a chip, drug screening and discovery

statistics, empirical process, high-dimensional modeling, technology in education

mammalian visual system, retinal function

artificial intelligence, intelligent systems and robotics

advanced structural systems, structural dynamics, structural design, earthquake engineering, isolation and other high performance systems, use of novel materials in design

computational biology, molecular evolution, computational genomics, Systems and Synthetic Biology

computer architecture, quantum computer design, internet-scale storage systems and peer-to-peer networking, operating systems & networking, computer security

transportation, wireless communications, inertial navigation for vehicle systems

economics, algorithms, financial engineering, risk management, planning, optimization, operation of electric power systems, market based coordination of network systems, trading instruments

computational biology, machine learning, applied probability and statistics

information systems, digital content, human behavior, online behavior