Find UC Berkeley Faculty

computationally efficient machine learning and deep learning, AI

mathematics, scientific computing, numerical linear algebra, convex optimization

geometric and solid modeling, general purpose computation on the GPU (GPGPU), CAD/CAM, computational geometry, computer graphics and visualization, tool path planning, additive manufacturing, computer vision, deep learning

particle physics, machine learning, algorithms, quantum algorithms, general purpose computation on the GPU (GPGPU)

artificial intelligence, database management systems

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

high performance computing, partitioned Global Address Space programming, communication-avoiding algorithms, automatic performance tuning, high performance data analytics, computational biology

theory(THY), optimization, complexity theory, approximation algorithms

theoretical chemistry, electronic structure calculations, development of novel theories and algorithms, quantum mechanics