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Developing Machine Learning Models of Subgrid Turbulent Transport for Quiet-Sun 3D Radiative Hydrodynamic Simulations

  • Authors: Rimsha Hameed Syeda, Dustin Kempton, Viacheslav Sadykov, Irina Kitiashvili, Rafal Angryk

Rimsha Hameed Syeda et al 2026 The Astrophysical Journal Supplement Series 285 .

  • Provider: AAS Journals

Caption: Figure 9.

Distributions of components τvv shown in panel (a) and τuw in panel (b). Blue curves show the original target data, orange shows the predictions of MLPRegressor, and gray shows the predictions of the CNN.

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