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基于OpenFOAM和Python的流场动态模态分解:从数据提取到POD-DMD分析
本文探讨了Python脚本与动态模态分解(DMD)的结合应用。我们将利用Python对从OpenFOAM模拟中提取的二维切片数据进行DMD计算。这种方法能够有效地提取隐藏的流动模式,深化对流体动力学现象的理解。 使用开源CFD软件OpenFOAM,有两种方法可以对CFD数据进行DMD计算。
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