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Towards Online Visualization and Interactive Monitoring of Real-Time CFD Simulations on Commodity Hardware

机译:面向商品硬件上实时CFD仿真的在线可视化和交互式监控

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Real-time rendering in the realm of computational fluid dynamics (CFD) in particular and scientific high performance computing (HPC) in general is a comparably young field of research, as the complexity of most problems with practical relevance is too high for a real-time numerical simulation. However, recent advances in HPC and the development of very efficient numerical techniques allow running first optimized numerical simulations in or near real-time, which in return requires integrated and optimized visualization techniques that do not affect performance. In this contribution, we present concepts, implementation details and several application examples of a minimally-invasive, efficient visualization tool for the interactive monitoring of 2D and 3D turbulent flow simulations on commodity hardware. The numerical simulations are conducted with elbe, an efficient lattice Boltzmann environment based on NVIDIA CUDA (Compute Unified Device Architecture), which provides optimized numerical kernels for 2D and 3D computational fluid dynamics with fluid-structure interactions and turbulence.
机译:尤其是在计算流体动力学(CFD)领域和科学高性能计算(HPC)领域中的实时渲染是一个相对年轻的研究领域,因为对于实际应用而言,大多数与实际相关的问题的复杂性都很高。时间数值模拟。但是,HPC的最新进展和非常有效的数值技术的发展使得可以实时或接近实时地运行首次优化的数值模拟,这反过来又需要不影响性能的集成和优化的可视化技术。在此贡献中,我们介绍了一种微创,高效的可视化工具的概念,实现细节和几个应用示例,该工具可用于交互式监视商品硬件上的2D和3D湍流模拟。数值模拟是使用易北河(elbe)进行的,易北河是基于NVIDIA CUDA(计算机统一设备架构)的高效晶格Boltzmann环境,该环境为具有流体-结构相互作用和湍流的2D和3D计算流体动力学提供了优化的数值内核。

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