Find UC Berkeley Faculty

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

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

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

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

neutronics, criticality safety, nuclear data validation, machine learning, neutron noise, reactor dosimetry

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

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

nuclear science data, nuclear engineering, experimental nuclear physics, isotopes, nuclear astrophysics, nuclear science, nuclear weapons

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

crime, criminal justice, drug control, health disparities, mass incarceration, mental health, mixed methods, policing, prisons, punishment, risk, reentry, substance abuse, trauma, violence, race and gender, artificial intelligence, data science, social work and education, public impact research/scholarship

paleobiology, paleoecology, paleoenvironments, mass extinctions, marine ecosystems

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

evolutionary biology, development, ecology, systematics, phylogeny, comparative genomics, green plants, bryophytes, mosses, reproductive biology, phylogenetics, chloroplast DNA, classification, species concepts, biodiversity, Darwin, conservation biology

population dynamics of exploited species, marine biology, community ecology, ecological modeling, biostatistics

california biodiversity, climate change, adaptation, community-engaged research / scholarship

ecology, evolution, biogeography, conservation, neotropical biodiversity

paleontology

behavior, cognition, brain, psychology, birdsong, vocal learning, audition, neurophysiology, speech perception, computational neuroscience, theoretical neuroscience

historical biogeography, evolutionary biology, Southeast Asia, population genetics, hummingbirds, functional morphology, vertebrate systematics, phylogenetic analysis, life history evolution, Bayesian methods, Southeast Asian flying lizards

speciation, plant ecology, plant evolutionary biology, floristics and phytogeography

Neuroendocrinology, NeuroendocrinologyCircadian Biology, cognition, mental health, Neuroimmunology, animal behavior