Find UC Berkeley Faculty

Composites, additive manufacturing, in-situ monitoring and process control, artificial intelligence and machine learning, bioinspired materials, generative AI for aerospace, soft robotics

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

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

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

generative models

control, intelligent systems and robotics, Cyber-Physical Systems, networks, transportation, applications of system theory to aerospace problems, Systems and Synthetic Biology

AI and ethics, empathy, bioethics, public health

human-computer interaction, AI, Human-AI, design, new media arts, sustainability, digital fabrication, epidermal and wearable electronics

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

computationally efficient machine learning and deep learning, AI

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

causal inference, precision health, Health AI, targeted learning, HIV, global health, pandemics

machine learning, trustworthy data science and AI, interdisciplinary research in biomedicine, neuroscience, climate science

A.I., learning, philosophy, psychology, cognitive development, theory of mind, young children, children's causal knowledge, Bayes Net formalism

public policy, intellectual property law, new information technologies, traditional legal regimes, information management, copyright, software protection and cyberlaw, AI govenance

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

cognitive development, language development, learning mechanisms, statistical learning and statistical inference, conceptual development, developmental psychology, word learning, physical reasoning, social cognition in infants and children, learning in infants and young children, computational models of cognitive development, Bayesian probabilistic models, cognitive development and AI models, psychology and philosophy

adhesion, polymers, regenerative medicine, sustainable polymers, biomimetics, medical devices

computational geometry, mesh generation, machine learning, numerical methods, physically-based animation

electrochemistry, materials chemistry, heterogeneous catalysis, hydrogen generation, electrolysis, batteries, membrane science

nanotechnology, bio-inspired nanomaterials, synthetic viruses, regenerative tissue engineering materials, drug delivery vehicles

numerical methods, numerical linear algebra, computational fluid and solid mechanics, mesh generation, machine learning

Latin literature, psychoanalysis, literary form

bioengineering, biomaterials engineering, bioinspired materials, regenerative medicine, stem cell engineering, microphysiological systems, organs on a chip, drug screening and discovery