Find UC Berkeley Faculty

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

statistical mechanics, active matter, biophysics, physical chemistry, polymer science, directed self-assembly

theoretical chemistry, physical chemistry, polymers and nanoscience

computational materials science

energy storage, computational modeling, machine learning, autonomous laboratories

finite element analysis, Theoretical and computational solid mechanics, constitutive theory, micromechanics, polymer mechanics, elastomer modeling, battery modeling, thermomechanics, continuum mechanics, failure analysis

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

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

structural materials, computational materials, limits of strength, deformation mechanisms, non-destructive testing with SQUID microscopy, mechanisms of grain refinement in high strength steels, lead-free solders for microelectronics

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

mathematics, applied mathematics, partial differential equations, computational physics, level set Methods, computational fluid mechanics and materials sciences, fast marching methods

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

experimental study of quantum magnetism in nanostructures, condensed matter physics, materials science experimentation

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

lithium-ion batteries, multivalent batteries, organic electrolytes, polar materials, datamining of materials properties for energy applications

architecture, design, materials research and fabrication

Atomic-scale synthesis of complex oxide heterostructures, 2D materials, spin-charge coupling, polar and magnetic topologies, electron microscopy, piezoforce microscopy, NV magnetometry, materials processing for devices, energy efficient electronics(12634)

physical electronics, power and energy, electronic materials

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

density functional methods, equation of state calculations, planetary interiors, materials at high pressure, theoretical mineral physics, path integration Monte Carlo, planet formation, quantum Monte Carlo method

digital forensics, forensic science, misinformation, human perception

theoretical computer science, probability theory, combinatorics, complex networks, statistical physics, artificial intelligence, applications of artificial intelligence and machine learning in engineering and sciences

embedded and cyberphysical systems, artificial intelligence, AR/VR, computer science, robotics, arial robots, cybersecurity, cyber defense, homeland defense, nonholonomic systems, control of hybrid systems, sensor networks, interactive visualization, robotic telesurgery, rapid prototyping

solid-state devices and technology, quantum technologies

optoelectronics, quantum optics, optimization, antenna, Biophysics and Sensing