Find UC Berkeley Faculty

labor markets, human resources, data analysis and statistical methods

financial economics, big data, machine learning, information frictions

causal inference, survey data analysis

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

machine learning, data science, artificial intelligence

data science, machine learning, inequality, Healthcare

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

lean construction, lean production, design management, sustainability, supply-chain management, life-cycle engineering, civil infrastructure systems, adaptive project leadership, engineering project management, megaproject delivery, construction process engineering, integrated project delivery IPD, building information modeling BIM, virtual design and construction VDC

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

political and cultural history of Southeast Asia, French colonialism, British imperialism, French India, British India, comparative colonialism, Burma/Myanmar, Cambodia, Chinese diaspora, cinema and theatre, Material and Visual Culture, travel and translation, gender, nationalism, Buddhism, economic history, global history

optimization, machine learning, data-driven decision-making

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

26S proteasome, Ubiquitin-Proteasome System, AAA+ ATPases, Molecular motor proteins

statistics, machine learning, data science, applied statistics, statistical computing, computational biology, computational genomics, precision medicine, precision health

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

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

string (and M-) theory, quantum field theory, mathematical physics

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

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

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

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

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

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

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