Find UC Berkeley Faculty

Cyber-Physical Systems, System design, Electronic Design Systems, embedded system design, control, integrated circuits, theory, Machine learning applications to Energy Efficient Building and Health

Precision Medicine, causal inference, adaptive experiment, machine learning and artificial intelligence

applied nuclear physics, neutron detection, scintillation physics, machine learning applications, nuclear weapon policy

theory(THY), complexity theory, analysis of Boolean functions, randomness in computation, quantum computation

school-based psycho-social services, school-effects, archival data analysis, community development, organizational development, policy development

CS-vision, graphics, machine learning

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

artificial intelligence, machine learning, computational biology, protein engineering, statistical design of experiments, statistical machine learning, experimental design

molecular cell biomechanics, bacterial communities / microbiomes, deep learning for biology and medicine

machine learning, society, decision-making

model predictive control, learning-based control, low-temperature plasma processing, machine learning and control for plasmas, semiconductor manufacturing

algebra, Homological Algebra, analysis, mathematics, Non-commutative and algebraic geometry, K-theory, ballet studies, history of ballet

computationally efficient machine learning and deep learning, AI

robotics, machine learning, artificial intelligence, Deep Learning

economic geography, urban theory, financialization, digital platforms, property, geographical political economy, housing justice, digital capitalism

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

educational leadership, policy analysis, critical theory, educational equity

astrophysics, cosmology, machine learning, Bayesian statistics

data science, Educational Data Science, scientific computing

applied microeconomics, behavioral science, machine learning

computational biology, machine learning, applied probability and statistics

machine learning and artificial intelligence, health care, statistics

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

mathematics, model theory, applications to number theory