Affiliations: Mechanical Engineering
Interests:Chemical kinetics; Computer modeling; Combustion chemistry; Pollutant formation (NOx, soot); Shock tube; Chemical vapor deposition of diamond films; Homogeneous nucleation of silicon, silicon carbide, and diamond powders; Interstellar dust formation.
Affiliations: Haas School of Business, Mechanical Engineering
Interests: Intelligent learning systems; information retrieval and data mining; intelligent control and manufacturing; wireless sensor networks; multimedia and computer-aided design; MEMS Synthesis and CAD; artificial intelligence and decision and expert systems.
Affiliations: Civil and Environmental Engineering, Systems Engineering Program
Interests: Control, estimation and optimization of distributed parameter systems, inverse modeling and data assimilation, Mobile internet applications (location based services), participatory sensing
Mobile Millennium website: http://traffic.berkeley.edu
Affiliations: Chemical and Biomolecular Engineering; Electrical Engineering and Computer Sciences; Berkeley AI Research (BAIR)
Interests: Development of new physics-inspired machine learning methods, geometric deep learning, differentiable physics, dynamical systems, numerical methods, computational geometry, optimization
Affiliations: Earth Systems Science in Department of Geography, University of California, Berkeley
Interests: Data-driven, modeling, and experimental approaches to understand how the flow of water through the environment interacts with vegetation, sediment, and organisms from the scale of individual vegetation stems to the landscape scale
Affiliations: Civil and Environmental Engineering
Interests: Infrastructure sensing, City-scale modeling and simulations of infrastructure systems, Performance-based design and maintenance of underground structures, Energy geotechnics, and Geotechnics from micro to macro.
Former Faculty Affiliates