Find UC Berkeley Faculty

high performance computing, partitioned Global Address Space programming, communication-avoiding algorithms, automatic performance tuning, high performance data analytics, computational biology

causal inference, data integration, federated learning and transfer learning, electronic health records, clinical trials, High Dimensional Data Analysis

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

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

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

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

program analysis, program synthesis, database application performance, big systems, big data, database management, database management systems, database design and construction, programming languages and compilers, programming languages

earthquake engineering, structural engineering, reinforced concrete, performance-based earthquake engineering, high-rise buildings, lifeline systems, rehabilitation (retrofitting), laboratory testing

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

architecture, high-performance buildings, energy use, indoor environmental quality, post-occupancy evaluation, comfort and adaptation in buildings, natural ventilation and mixed mode

Politics and Performance

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

corporate financial reporting and financial statement analysis and corporate valuation, corporate sustainability measurement and disclosure and investing, cross-industry economic links and value creation along the supply chain, measurement of economic performance at the firm level and in the national accounts, nowcasting and forecasting economic performance using financial and alternative and non-financial data

causal inference, survey data analysis

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

mechanical engineering, use of machine learning to develop high performance energy conversion and thermal management technologies, micro-to-nanoscale modeling of the thermophysics of multiphase systems, waste plastic transport in environmental watersheds, waste plastic recycling

critical race theory, performance theory, American studies, U.S. histories of popular performance, U.S. urban development, globalization studies

performance history/historiography, British performance 1650-1800, British literature 1650-1800, disability, gender, social geography, set design

data science, Educational Data Science, scientific computing

innovation, entrepreneurship, big data, cartography

labor markets, human resources, data analysis and statistical methods

dance, choreography, Multi-Media Performance, Dance Theater

stochastic control and games, theory of machine learning and applications to medical and financial data analysis, applied probability and stochastic models

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