Find UC Berkeley Faculty

silicon photonics, MEMS, photonic integrated circuits, data center networks, 3D sensing, solid state LiDAR, optofluidics

cancer, protein degradation, siRNA, Berkeley Screening Center

data mining, integer programming, discrete optimization, network flow techniques, clustering, image segmentation, machine vision, pattern recognition

applied statistics, functional genomics, translational bioinformatics, high dimensional and integrative genomic/genetic data analysis, network modeling, hierarchical multi-lable classification

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

neuroimaging data analysis, deep brain stimulation, brain-computer-interface, statistical machine learning, Deep Learning, reinforcement learning, networks data analysis, functional data analysis, tensor analysis, ordinary differential equations, dimension reduction, high dimensional inference

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

online marketing, search advertising, network economics, social networks

new media, performance studies, performance theory, performance, media studies, fan studies, digital culture, social networks, film, television, social media, Internet culture, digital humanities, data science, race/ethnicity, gender and sexuality, nationality, transnationalism, Filipino American studies, Asian American studies, archives, cultural memory, piracy, distribution

data science, Educational Data Science, scientific computing

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

phase transitions in computer science, structural and dynamical properties of networks, graphons, machine learning, ethical decision making, climate change

social networks, entrepreneurship, innovation, strategy

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

econometrics, Social and Economic Networks, Peer Effects

operating systems & networking

data science, statistics, machine learning

demography, social networks, quantitative methodology

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

data science, machine learning, inequality, Healthcare

innovation, entrepreneurship, big data, cartography

machine learning, data science, artificial intelligence

Data journalism, investigative journalism, disability, inequality, criminal justice