Find UC Berkeley Faculty

probability theory, statistical mechanics

probability, mathematical probability, statistical mechanics

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

machine learning, computation, systems neuroscience, auditory cortex, neural coding, statistical mechanics

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

nonparametric and high-dimensional statistics, shape constrained statistical estimation, empirical processes, statistical information theory

Statistical causal inference, missing data, Bayesian statistics, applied statistics

mathematical statistics, applied probability, statistical learning theory

computational mechanics, nonlinear continuum mechanics

continuum mechanics, computational mechanics, contact mechanics, computational plasticity, materials modeling, solid mechanics, applied mathematics, dynamics of pseudo-rigid bodies

fluid mechanics

statistics, machine learning, data science, applied statistics, statistical computing, computational biology, computational genomics, precision medicine, precision health

solid and fluid mechanics, constitutive modeling, computational mechanics, physical applied mathematics

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

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

computational mechanics, mechanics of solids, finite element methods, finite element software

continuum mechanics, finite elasticity, continuum thermodynamics, plasticity, theories of elastic-plastic materials, history of mechanics, dynamics

continuum mechanics, vibrations, dynamics

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

artificial intelligence, machine learning, computational biology, protein engineering, statistical design of experiments, statistical machine learning, experimental design

machine learning, statistical learning theory, adaptive control

finite elasticity, mechanics, continuum, shell theory, variational methods, stability, surface stress, capillary phenomena, mechanics of thin films

algorithms, applied probability, statistics, random walks, Markov chains, computational applications of randomness, Markov chain Monte Carlo, statistical physics, combinatorial optimization

contact mechanics, fracture and fatigue of engineering materials, finite element modeling of surface contact and machining, thin-film processing and characterization, adhesion and fatigue of MEMS devices, plasma-assisted surface functionalization of biomaterials, surface patterning for cell adhesion and growth control, mechanics & tribology of magnetic recording devices, microfibrous scaffolds for tissue engineering, tribology and mechanics of artificial joints, mechanical metamaterials