Find UC Berkeley Faculty

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

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

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

artificial intelligence, machine learning, computational biology, protein engineering, statistical design of experiments, statistical machine learning, experimental design

science and society, data science, ethics, artificial intelligence, history of science and technology, history of physics, nuclear waste, intellectual history, interdisciplinarity

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

control, intelligent systems and robotics, Cyber-Physical Systems, networks, transportation, applications of system theory to aerospace problems, Systems and Synthetic Biology

computer-mediated communication, human-computer interaction, artificial intelligence, community-engaged research/scholarship, research practice partnership, social justice research

computational biology, machine learning, artificial intelligence, genomics, personal genome interpretation, precision health, rare diseases, statistical genetics, molecular biology, biophysics

Problem solving, knowledge representation & reorganization, explanatory coherence & inference, conceptual change, societal implications, science instruction, global climate change psychology, numeracy in journalism, naïve/informal physics, computational models of cognition, perceptual-cognitive interactions, intelligent tutoring systems, understandings of biological evolution, Reasoning, qualitative & quantitative thinking

3D printed buildings, additive manufacturing, earth architecture, mud, artificial intelligence, U.S.-Mexico border wall, arid landscapes, ranching, acequias, alipne deserts, ceramics, rural architecture, ruralism, animation, digital modeling, furry buildings, unnatural materials, rasquachetecture

exoplanets, stars, habitability, astrobiology

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 graphics, fluid dynamics, computer simulation, physically based animation, finite element simulation, human perception, image forensics, video forensics, computer animation, special effects for film, video game technology, motion capture, machine learning, facial animation, artificial intelligence, geometric algorithms, geometric design and 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

crime, criminal justice, drug control, gender, health disparities, inequality, law, mass incarceration, mental health, mixed methods, policing, policy, poverty, prisons, punishment, race, risk, reentry, substance abuse, trauma, violence, race and gender, artificial intelligence, data science, social work and education, social work, public impact research/scholarship, social justice research

European legal history, comparative law, medieval jurisprudence, customary law

urbanization in the global south, peripheries: urban violence and spatial segregation, urban change, ethnography and qualitative methods

materials science, ultrafast science, quantum materials, sustainable materials, topological phases of matter

machine learning, gamma-ray bursts, supernovae, time-domain astronomy, data-driven discovery

robotics, mechatronics, control systems theory, digital control, dynamic systems, mechanical vibrations, adaptive and optimal control, motion control

Africa, education, development economics, human capital, health, ethnic divisions, social capital, civil conflict, war, pre-analysis plans, water

19th century American literature, 20th and 21st century American literature, Asian American, Pacific, critical theory, cultural studies, gender and sexuality studies

world literature, human rights, nationalism, legal philosophy, feminism, 18th-20th century continental philosophy & contemporary critical theory, postcolonial theory & anglophone postcolonial literatures, cosmopolitanism & globalization, social & political thought

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