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Full Description
This book describes the current state of the art for simulating paint shop applications, their advantages and limitations, as well as corresponding high-performance computing (HPC) methods utilized in this domain. The authors provide a comprehensive introduction to fluid simulations, corresponding optimization methods from the HPC domain, as well as industrial paint shop applications. They showcase how the complexity of these applications bring corresponding fluid simulation methods to their limits and how these shortcomings can be overcome by employing HPC methods. To that end, this book covers various optimization techniques for three individual fluid simulation techniques, namely grid-based methods, volumetric decomposition methods, and particle-based methods.
Contents
Introduction.- Background.- Overview of grid-based methods.- Simulation of Electrophoretic Deposition Coatings.- Overview of volumetric decomposition methods.- Volumetric Decomposition on Shared Memory Architectures.- Volumetric Decomposition on Distributed Memory Architectures.- Overview of particle-based methods.- SPH on Multi-GPU Architectures.- SPH Variants on Multi-GPU Architectures.- Conclusion.
