Find UC Berkeley Faculty

electrochemical energy conversion, polymer properties, small angle scattering, nanoscale and microscale sciences

control systems, simulation, mechatronics, real time software, energy management, satellite attitude control, demand response, machine control

quantum computation, hamiltonian complexity, analysis of algorithms, computer security

nanostructured materials, thermal rectification, graphene, microscale heat transfer, nano scale heat transfer

traffic and transportation operations, traffic control

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

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)

fluid mechanics, mechanics in computer technology, tribology in hard-disk drives, laser measurement systems, numerical simulations, static and dynamic problems in solid mechanics

optometry, vision science, myopia, refractive errors, accommodation, aberrations, eye growth, ocular therapeutics, optical myopia control, pharmacological myopia control, ocular tissue engineering, ocular stem cells, basic and clinical research with social implications

computationally efficient machine learning and deep learning, AI

computational optical imaging, light field cameras, metrology and inspection, phase retrieval, inverse problems in imaging, optical coherence theory, 3D imaging and display

generative models

optoelectronics, physical electronics, high speed optical communications, nanocavity lasers, photonic crystals at optical and microwave frequencies, quantum computing and communication

silicon photonics, MEMS, photonic integrated circuits, data center networks, 3D sensing, solid state LiDAR, optofluidics

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

physical electronics, energy, flexible and printed electronics

large-scale complex systems

formal methods, computational logic, electronic design automation, computer security, dependable computing, Cyber-Physical Systems, programming languages

artificial intelligence, control and intelligent systems and robotics, communications and networking

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

mathematical programming, computational game theory, applied probability

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

membrane separation, desalination, water purification, solar evaporation, wastewater reuse, environmental applications of nanomaterials