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DOE OSTI · 3378039

Enhancing Turbulence Modeling for RANS Closures through Explainable Machine Learning 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)], Parish, Eric Joshua [Sandia National Laboratories (SNL-CA), Livermore, CA (United States)], Barone, Matthew Franklin [Sandia National Laboratories (SNL-NM), Albuquerque, NM (United States)] (ORCID:0000000240458513). 2025-07-01. Enhancing Turbulence Modeling for RANS Closures through Explainable Machine Learning Using SHAP Analysis. https://doi.org/10.2172/3378039

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