Find UC Berkeley Faculty

transportation and logistics systems, online platforms

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

mathematical analysis, probability, dynamical systems

computer architecture, reconfigurable computing, wireless systems, integrated circuit and system design

inorganic and materials chemistry, synthesis of inorganic molecules and higher dimensional solids, precise tailoring of chemical and physical properties, gas storage, molecular separations and catalysis in porous materials, magnetic and conductive materials

26S proteasome, Ubiquitin-Proteasome System, AAA+ ATPases, Molecular motor proteins

cellular and systems biology, statistical inference, single-cell genomics

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

information systems, digital content, human behavior, online behavior

organometallic chemistry, organic, development of new synthetic methods, enantioselective catalysts, strategies for the synthesis of natural products, synthesis of complex molecules, formation of carbon-carbon and carbon-heteroatom bonds, olefins, Supramolecular Chemistry, redox flow batteries, medicinal chemistry, bioconjugation, homogeneous catalysis, heterogeneous catalysis, biomass, fluorination

lipid droplet, lipotoxicity, ferroptosis, ubiquitin, proteasome, ER protein quality control, metabolism, cancer, drug resistance, metabolic disease

artificial intelligence, cyber-physical systems and design automation, computer architecture & engineering

Sensors and biosensors, drug delivery systems, optical spectroscopy and microscopy, high-contrast imaging, biomaterials

computer architecture & engineering, cyber-physical systems and design automation, energy, operating systems & networking

dynamical systems with inherent uncertainties, vibration, damping and hysteresis

game theory, multi-agent learning, transportation systems analysis

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

energy, environmental analysis of civil infrastructure systems, structural engineering, mechanics and materials

computer science, geometric design and modeling, computer graphics, computer aided cornea modeling and visualization, medical imaging, virtual environments for surgical simulation

computer graphics, fluid dynamics, computer simulation, physically based animation, finite element simulation, human perception, image forensics, video forensics, computer animation, special effects for film, video game technology, motion capture, machine learning, facial animation, artificial intelligence, geometric algorithms, geometric design and modeling

chromosome structure and function, higher order chromosome structure, cell cycle controls, chromosome remodeling and reorganization during meiosis, spatial pattern formation in eukaryotic and prokaryotic cells, genome mapping, eukaryotic genomes, whole-genome analysis

mammalian visual system, retinal function

advanced structural systems, structural dynamics, structural design, earthquake engineering, isolation and other high performance systems, use of novel materials in design

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

economics, algorithms, financial engineering, risk management, planning, optimization, operation of electric power systems, market based coordination of network systems, trading instruments