Dual scale Residual-Network for turbulent flow sub grid scale resolving: A prior analysis

This paper introduces generative Residual Networks (ResNet) as a surrogate Machine Learning (ML) tool for Large Eddy Simulation (LES) Sub Grid Scale (SGS) resolving. The study investigates the impact of incorporating Dual Scale Residual Blocks (DS-RB) within the ResNet architecture. Two LES SGS reso...

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Hauptverfasser:	Sallam, Omar, Fürth, Mirjam
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Numerical Analysis Mathematics - Numerical Analysis Physics - Fluid Dynamics
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