Find UC Berkeley Faculty

applied mathematics, mathematical analysis, probability, numerical analysis, optimization, Monte Carlo methods

energy systems analysis, grid decarbonization, modeling and control and optimization for electric power systems

control, optimization, machine learning, applications: transportation; mobile sensing; connected health

theoretical computer science, coding theory, approximate optimization, randomness in computation, computational complexity

control, transportation, traffic flow theory and control, nonlinear partial differential equations, mathematical modeling, mixed autonomy transportation

data mining, integer programming, discrete optimization, network flow techniques, clustering, image segmentation, machine vision, pattern recognition

stochastic and robust optimization, machine learning, online learning algorithms, transportation, Revenue Management, service system design

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

adaptive control, machine learning, learning and nonlinear control, control of robot manipulators, computer mechatronics systems, micro-electromechanical systems (MEMS), intelligent vehicle, highways systems

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

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

design theory and methods, automation, decision-making applied to engineering teams and individuals, ideation and creativity, analogical reasoning in design, preference modeling and design attribute optimization, design cognition, neuroimaging methods applied to design, sustainable design, New product development, crowdsourcing and collaboration

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

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

applied plasma physics: fusion technology: microwaves, experimental investigation of RF plasma heating, experimental studies of compact toroids spectral method for magnetohydrodynamic stability

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

automotive control systems, distributed and robust constrained control, manufacturing control systems, energy efficient buildings, model predictive control

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

biophysics, evolutionary dynamics, soft matter, statistical physics, theory and experiments

model predictive control, learning-based control, low-temperature plasma processing, machine learning and control for plasmas, semiconductor manufacturing

dynamical systems with inherent uncertainties, vibration, damping and hysteresis

stereopsis, optometry, vision science, binocular vision, ocular motility, strabismus, accommodation, presbyopia

condensed matter physics, superconducting qubits, quantum limited amplifiers, quantum circuits

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