Find UC Berkeley Faculty

attention, curiosity, learning, computational modeling, cognitive development, machine learning, belief formation

computational genomics, Genomic susceptibility of common diseases, Genomic Tree of Life, Demography of human genome diversity

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

computational biology, molecular biology

control theory, optimization, power systems

Cyber-Physical Systems, embedded software, modeling and design of systems, real-time and concurrent system, theory of current systems

metaphysics, philosophy of mind, foundations of cognitive science

theoretical and physical chemistry, advances in basic theory, computational methods, study of molecular electronic structure, quantum Monte Carlo method, Born-Oppenheimer approximation

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

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

applied mathematics, mathematical analysis, probability, numerical analysis, optimization, Monte Carlo methods

brain imaging, magnetic resonance imaging, remote neural modulation, biosystems and computational biology, signal processing

nanoscience, nuclear magnetic resonance, semiconductors, metals, physics, fullerenes, nanotubes, condensed matter theory, surfaces, defects, nanostructure materials, clusters, many-electron effects in solids

medical imaging, MRI, compressed sensing

atomic, molecular and optical physics, condensed matter physics and materials science

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

algorithms, fluid mechanics, nonlinear dynamics, atmospheric flows, convection, ocean flows, numerical analysis, wind energy, Bayesian optimization, neural networks, turbulence, planet formation, internal gravity waves, inertial waves, desalination, protoplanetary disks

amino acids, determinants of protein structure and folding, biophysical, structural and computational techniques, translocation, protein synthesis

Complex Oxides, novel electronic materials, thin films, materials processing, materials characterization, memory, logic, information technologies, energy conversion, thermal properties, dielectrics, ferroelectrics, pyroelectrics, piezoelectrics, magnetics, multiferroics, transducers, devices

Latin American literature of the 19th and 20th centuries, media studies, radio, 20th century American literature, architecture, linguistic anthropology, digital humanities

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

model predictive control, learning-based control, low-temperature plasma processing, machine learning and control for plasmas, semiconductor manufacturing

molecular cell biomechanics, bacterial communities / microbiomes, deep learning for biology and medicine, cardiovascular disease

Human evolutionary genetics