Find UC Berkeley Faculty

theoretical chemistry, Computational chemistry, machine learning, chemical physics, biophysics, biomolecules, materials, catalysis, computational science

computational biology

computational biology, single-cell genomics, immunology, systems biology, cell metabolism

computational biology, machine learning, artificial intelligence, genomics, personal genome interpretation, precision health, rare diseases, statistical genetics, molecular biology, biophysics

machine learning, geometric deep learning, differentiable physics, dynamical systems, numerical methods, computational geometry, optimization

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

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

computer science, scientific computing, numerical analysis, linear algebra

computational materials science

gender and sexuality, computational social science, archival data analysis, science and technology

natural language processing, machine learning, digital humanities, computational social science, data science

materials science and engineering, computational materials science, metals and metallic compounds, defects in solids, growth of nanostructures

computational neuroscience, vision science, machine learning and artificial intelligence

theoretical computer science, coding theory, approximate optimization, randomness in computation, computational complexity

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

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

education, cognition, conceptual development, science education, design of technology for education, computational literacies

computational neuroscience, vision science, attention, fMRI, language, natural scene perception, brain encoding, brain decoding

computer science, programming systems, software engineering, programming languages, computational logic, software testing, verification, model checking, runtime monitoring, performance evaluation

cognition, cognitive science, artificial intelligence, learning, Problem solving, Reasoning, decision-making, Bayesian statistics, natural language processing, machine learning, computational modeling, collective decision-making, social networks

AI interpretability, computational linguistics, AI policy, AI, machine learning, artificial intelligence, cognitive science, neuroscience, philology, Generative AI, deep learning, speech processing, NLP, phonology, articulatory and acoustic phonetics, historical linguistics, marine biology, language and law, Indo-European linguistics

computer science, electrical engineering, vision science, computer vision, robotics

Problem solving, knowledge representation & reorganization, explanatory coherence & inference, conceptual change, societal implications, science instruction, global climate change psychology, numeracy in journalism, naïve/informal physics, computational models of cognition, perceptual-cognitive interactions, intelligent tutoring systems, understandings of biological evolution, Reasoning, qualitative & quantitative thinking

artificial intelligence, machine learning, applied probability and statistics, computational biology, computational genomics, human genetics