Find UC Berkeley Faculty

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

artificial intelligence, machine learning

machine learning, data science, artificial intelligence

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

machine learning theory, optimization, statistics, deep learning

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

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

applied mathematics, Quantum Chemistry, quantum computation, Scientific machine learning

mathematics, scientific computing, numerical linear algebra, convex optimization

phase transitions in computer science, structural and dynamical properties of networks, graphons, machine learning, ethical decision making, climate change

applications of artificial intelligence and machine learning in engineering and sciences, structural mechanics, computational mechanics, computational materials, computational mechanics and computational physics, finite element methods and meshfree particle methods, ferroelectric and piezoelectric materials, atomistic simulation and multiscale simulations, nonlinear continuum mechanics, soft matter mechanics, wave propagations, modeling and simulation of fracture, dislocations, modeling and simulation of material failures, nano-mechanics, bio-mechanics and bio-physics, cellular mechanics, micromechanics & composite materials, mechanics and physics of amorphous materials

earthquake physics, geophysical signal discovery

astrophysics, cosmology, optical astrophysics

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

database management systems, human-computer interaction, data science, information visualization

chemistry, molecular and cell biology, chemical biology, cancer, drug discovery, chemoproteomics, undruggable