Find UC Berkeley Faculty

generative models

density functional methods, equation of state calculations, planetary interiors, materials at high pressure, theoretical mineral physics, path integration Monte Carlo, planet formation, quantum Monte Carlo method

growth regulation, regeneration, cancer

physics, theoretical condensed matter, topological phase transitions, high-temperature superconductivity, organization principles enabling microscopic degrees of freedom to behave cooperatively, matter and their formation mechanisms, low dimensional quantum magnets, strongly correlated Fermi and Bose fluids

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

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

evolution of sex and recombination, Y degeneration, dosage compensation, sexually antagonistic variation

computational design, sustainability, structural modeling, generative design, embodied carbon

high-technology competition, US industrial and technology policies, international economy, US trade policy, US competitiveness, emerging market economies, multinational companies in the US economy, gender gap (economic participation, educational attainment, political empowerment and health), research and development tax credit

neural crest gene regulatory network, vertebrate embryonic development, regeneration of tissue

design computation, architectural representation, design methods, Generative AI, artificial intelligence, creativity, ideation and creativity

generative biology, language models, virtual cell models, genome mining and editing, synthetic biology, AI agents for science

cosmology, physics, measurement and interpretation of anisotropies of the cosmic microwave background, the universe, density of energy, baryonic matter in the universe, the degree angular scale interferometer, the arcminute cosmology bolometer array

retinal neurobiology, retinal neurophysiology, ion channels, glutamate receptor, glaucoma, retinal degeneration, cell biology of photoreceptors, retinitis pigmentosa

The Russian and European Enlightenment, Russian and European romanticism and modernism, Russian and European avant-gardes, Russian, European, Italian literature, Georgian history and literature, theories of world literature, literary theory, comparative poetics, genre theory, literary history, comparative modernisms and modernities, vernacular and high culture, cultural and political history of Russia-Eurasia and the Caucasus, postcolonial studies, theories of nationalism, imperialism and cosmopolitanism, urban studies, the city and literature

computational linguistics, machine learning, artificial intelligence, Generative AI, Deep Learning, speech processing, NLP, phonology, articulatory and acoustic phonetics, historical linguistics, Indo-European linguistics

higher education finance, higher education policy

virtual and augmented reality for building design and simulation, net zero energy and sustainable design, parametric and generative design systems for sustainable architecture, daylighting, daylighting in buildings, housing solutions for the developing world and refugee camps

social research methods, higher education policy, economics of higher education

sociology, labor, social movements, inequality, higher education

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

fish ecology, stream ecology, freshwater ecology, northern California rivers, Pacific salmon, conservation biology

HIV/AIDS, HIV prevention, HIV treatment programs, reproductive health, health economics, anti-poverty programs, impact evaluation

physics, particle physics, the universe, fundamental constituents of matter, Higgs boson, anti-matter, neutrino oscillations, finite value of the cosmological constant, triple coincidence of energy densities