Find UC Berkeley Faculty

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

labor markets, human resources, data analysis and statistical methods

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

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

consumer protection, internet law, privacy, computer crime, criminal procedure, law and technology, public choice theory, federal trade commission, federal communications commission, class action litigation, cyber security, cybersecurity, quantum information, national security

K-12 math and science education, science education, mathematics education, computing education, design-based research, computers in K-12 education, data literacy, data science education

privacy, information privacy law, data protection law, law and technology

opera and politics, music and data, music and language, theater, gender, opera, performance, singers, voice, staging of opera, 19th century music, 19th century Italy

art, digital media installations, photography, data science, new technology, video games

database management systems, human-computer interaction, data science, information visualization

bioengineering, computational biology, biophysics, data science, microfluidics, microscopy, genomics

Statistical causal inference, missing data, Bayesian statistics, applied statistics

control systems, optimization, data science, batteries, electric vehicles, energy systems

commercializing breakthroughs, invention, innovation, patents, big data, ethics and technology, leadership

online marketplaces and platforms, computational social science, data science, experimental economics

machine learning, trustworthy data science and AI, interdisciplinary research in biomedicine, neuroscience, climate science

Civil rights and civil liberties, structural racialization, racial justice and regionalism, concentrated poverty and urban sprawl, opportunity based housing, voting rights, affirmative action in the United States, South Africa and Brazil, racial and ethnic identity, spirituality and social justice, needs of citizens in a democratic society

biostatistics, educational statistics, latent variable models, missing data methods, multilevel models, generalized linear latent and mixed models, hierarchical models, longitudinal data, Item response models, structural equation models

neuroscience, aging, dementia, stress, epilepsy, traumatic brain injury, blood brain barrier, resilience, trauma, psychedelics, glia, myelin

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

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

physical electronics, artificial intelligence, computer architecture & engineering, information / data / network / communication science, integrated circuits

neutronics, criticality safety, nuclear data validation, machine learning, neutron noise, reactor dosimetry

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

nuclear science data, nuclear engineering, experimental nuclear physics, isotopes, nuclear astrophysics, nuclear science, nuclear weapons