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· 2019

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cs.LG 1

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2024 1

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CONDITIONAL 1

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Geometry-aware PINNs for Turbulent Flow Prediction

cs.LG · 2024-12-02 · conditional · novelty 6.0

An SDF-embedded RANS-PINN predicts turbulent flow fields for unseen NACA 4-digit airfoil geometries and Reynolds numbers with a few percent normalized error.

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  • Geometry-aware PINNs for Turbulent Flow Prediction cs.LG · 2024-12-02 · conditional · none · ref 8

    An SDF-embedded RANS-PINN predicts turbulent flow fields for unseen NACA 4-digit airfoil geometries and Reynolds numbers with a few percent normalized error.