Find UC Berkeley Faculty

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

Economy & Society, law, Healthcare, political economy, prisons

hydroecology, geomorphology, complex systems, restoration ecology, environmental modeling, wetlands, sediment transport, environmental fluid mechanics

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

attosecond physics, attosecond chemistry, ultrafast spectroscopy, ultrafast laser, atomic and molecular dynamics, semiconductors, quantum materials, high harmonic generation, soft x-ray, charge transfer, charge migration, nonadiabatic dynamics, conical intersection, carrier dynamics, phonon dynamics, spin dynamics, core exciton dynamics

infectious diseases, antimicrobial resistance, public health surveillance, mathematical modeling, Bayesian inference

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

bioengineering, mechanical engineering, bioMEMS, biosensors, microfluid dynamics, experimental biofluid dynamics, hemodynamics, valvular heart disease, cardiac flows, arterial flows

theoretical chemistry

nanotechnology, MEMS (microelectromechanical systems), NEMS (nanoelectromechanical systems), design and manufacturing of microsensors, microactuators, development of micromachining processes, silicon surface/bulk micromachining, micromolding process

astronomy

archaeology, hunter-gatherers, prehistory, geoarchaeology, landscape use, stone tools technology, emergence of social complexity, ancient technology

Infectious disease dynamics, disease ecology, mathematical models, Asia, Africa, Central America, climate change

experimental fluid dynamics, fluid dynamics, Cavitation, multiphase flow, drag reduction, ocean renewable energy, particle image velocimetry, Time-Resolved X-Ray Densitometry, Droplet and particle transport

statistical mechanics, fluid mechanics, solid mechanics, biological membranes, active matter, glassy dynamics

hydrogeology, fluid mechanics, geomorphology, earth & planetary science, geological processes involving fluids, including problems in physical volcanology, geodynamics, dynamics of suspensions, flow & transport in porous materials, percolation theory

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

stochastic control, game theory, finance, optimization

genomics, biophysical, bioanalytical, physical chemistry; laser spectroscopy, resonance Raman, excited-state reaction dynamics photoactive proteins, rhodopsins, microfabricated chemical biochemical analysis devices, forensics, infectious disease detection

cell fate determination, chromosome architecture, developmental biology, gene expression, genetic determination of sex, regulatory genes, chromosome dynamics, X-chromosome

theoretical chemistry, chemical dynamics, quantum mechanical and semiclassical theories, dynamical chemical processes at the molecular level, photodissociation, femtosecond pump-probe spectroscopy, calculations of rate constants for chemical reactions

robotics, UAVs, estimation, control

physical chemistry, molecular structure and dynamics, spectroscopy and dynamics of transition states, radicals, and clusters, frequency and time-domain techniques, state-resolved photodissociation, photodetachment of negative ion beams