论文标题

RETQS:一种新型方法,用于在网状几何形状中对粒子系统进行有效建模和模拟

retQSS: A Novel Methodology for Efficient Modeling and Simulation of Particle Systems in Reticulated Geometries

论文作者

Santi, Lucio, Fernández, Joaquín, Kofman, Ernesto, Castro, Rodrigo

论文摘要

这项工作提出了RETQSS,这是一种新型的方法,用于在网状几何形状中对粒子系统进行有效建模和模拟。在仿真方面,量化状态系统(QSS)方法的离散性质的RETQSS获利,该方法可以使应用域不可知的有效粒子跟踪算法。在建模方面,RETQSS依靠标准化的Modelica建模语言,得出了混合(连续/离散)动态系统的紧凑而优雅的规格。这些功能合并在一起,为粒子系统的建模和模拟提供了声音,通用的框架。我们展示了当颗粒与网状网格相互作用时出现的状态事件如何无缝地转化为易于捕捉的时间事件。在不连续性主导计算需求的情况下,后者可以大大改善模拟性能。我们通过解决不同应用领域引起的四个案例研究来展示方法的灵活性。绩效研究表明,RETQS的性能类似于甚至跑赢大盘,众所周知的域特异性粒子模拟工具包,同时提供清晰有声音的精度控制界面。

This work presents retQSS, a novel methodology for efficient modeling and simulation of particle systems in reticulated meshed geometries. On the simulation side, retQSS profits from the discrete-event nature of Quantized State System (QSS) methods, which enable efficient particle tracking algorithms that are agnostic of the application domain. On the modeling side, retQSS relies on the standardized Modelica modeling language, yielding compact and elegant specifications of hybrid (continuous/discrete) dynamic systems. Combined together, these features offer a sound, general-purpose framework for modeling and simulation of particle systems. We show how the state-events that arise when particles interact with a reticulated mesh are seamlessly translated into easily tractable time-events. The latter can substantially improve simulation performance in scenarios where discontinuities dominate the computational demand. We showcase the flexibility of our approach by addressing four case studies arising from different application domains. Performance studies revealed that retQSS can perform similarly to, and even outperform, well-known domain-specific particle simulation toolkits while offering a clear and sound accuracy control interface.

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