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Currently I work at the
Research and Technology Center of BOSCH in Sunnyvale, CA.
research interests
- Novel problems that require hybrid approach: both first-principle and data-driven
- R&D in energy sector, transport, sustainability
- Mechanics of Fuel cells and batteries
- Energy conversion (combustion)
- Hydrogen-related topics (electrolyzers, Fuel cells, tranportation of H2)
- Thermal management of components
- Multiphysics simulations: coupling various physical phenomena and methods
- Fluids + Neural Nets (Hybrid simulation of Fuel Cells)
- Turbulence + acoustics (noise from various components)
- Turbulence + reaction (combustion / electrochemistry)
- Turbulence + phase change (cavitation, evaporation/condensation)
- Electrochemistry + stress (battery abuse)
- Novel and improved numerical methods
- Surrogate solvers (AI-based reduced-order models)
- Discrete methods (Cellular automata, discrete simulations)
- Advanced solvers (Spectral methods, multi-stage BVP)
- Classical turbulence
- Large Eddy Simulation
- Inertial-range dynamics
- Numerical grid generation
- Large-scale parallel computations
- High-performance computing codes
- Generally making things FASTER
contact information
Research and Technology Center
Robert Bosch LLC
384 Santa Trinita Ave, Sunnyvale, CA 94085
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email: | sergei@chumakov.info |
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