Find UC Berkeley Faculty

artificial intelligence, technology, learning, mathematics, science, education, science teaching, gender equity, design of learning environments

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

robotics, machine learning, artificial intelligence, deep learning

A.I., learning, philosophy, psychology, cognitive development, theory of mind, young children, children's causal knowledge, Bayes Net formalism

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

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

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

artificial intelligence, intelligent systems and robotics

artificial intelligence, intelligent systems and robotics, computer vision

artificial intelligence, control and intelligent systems and robotics, communications and networking

Cyber-Physical Systems, System design, Electronic Design Systems, embedded system design, control, integrated circuits, theory, Machine learning applications to Energy Efficient Building and Health

automotive control systems, distributed and robust constrained control, manufacturing control systems, energy efficient buildings, model predictive control

machine learning, data science, artificial intelligence

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

robotics, control theory, artificial intelligence, game theory, machine learning

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

signal processing, image processing, computer vision, deep learning

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

information policy, law, privacy, security, machine learning and artificial intelligence

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

privacy, computer security, artificial intelligence

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