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DOE OSTI · 3028621

Explainable Machine Learning for Data-Driven Turbulence Modeling in Compressible Fluid Flows Using SHAP Analysis

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Balakrishnan, Uma [Sandia National Laboratories (SNL-CA), Livermore, CA (United States)] (ORCID:0000000316686150), Rider, William Jackson [Sandia National Laboratories (SNL-NM), Albuquerque, NM (United States)], Barone, Matthew Franklin [Sandia National Laboratories (SNL-NM), Albuquerque, NM (United States)] (ORCID:0000000240458513), Parish, Eric Joshua [Sandia National Laboratories (SNL-CA), Livermore, CA (United States)]. 2025-04-01. Explainable Machine Learning for Data-Driven Turbulence Modeling in Compressible Fluid Flows Using SHAP Analysis. https://doi.org/10.2172/3028621

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