Find UC Berkeley Faculty

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

optimization, machine learning, data-driven decision-making

causal inference, machine learning, nonparametric statistics, responsible AI, algorithmic fairness

artificial intelligence, machine learning

artificial intelligence, health

machine learning, medicine, health policy

causal inference, health services & policy analysis, biostatistics, discrete optimization

marketing, consumer behavior and decision making

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

intelligent learning systems, information retrieval and data mining, multiobjective and strategic product design, nonlinear optimization, probabilistic modeling, intelligent control and manufacturing, sensor validation and fusion and diagnostics, wireless sensor networks, multimedia and computer-aided design, design databases, design theory and methods, MEMS Synthesis and CAD, artificial intelligence and decision and expert systems, gender equity

data journalism, investigative journalism, disability, inequality, criminal justice

machine learning, data science, artificial intelligence

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

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

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

nuclear physics, radiation detection, nuclear instrumentation, nuclear measurements, multi-sensor systems and data fusion, radiological resilience

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

energy systems analysis, grid decarbonization, modeling and control and optimization for electric power systems

machine learning and artificial intelligence, precision health, optimization, statistics

elections, astrophysics, law, statistics, litigation, causal inference, inverse problems, geophysics, uncertainty quantification, educational technology, soil science, race and gender bias and discrimination, nonparametrics, climate, natural disasters, sustainable food systems, public impact research/scholarship, community-engaged research / scholarship, community-based research partnerships, social justice research, research in the public interest, active transportation, earthquake hazard mitigation, natural hazards

behavioral economics, tax policy, soda taxes, payday loans, household consumption and portfolio choice, energy policy, health, gambling, state-run lotteries, inflation expectations, nudges

behavior economics, economic analysis, Online Markets, economics, strategy

physics

machine learning, network science, human mobility, public health, graph representation learning