On Deep-Learning-Based Closures for Algebraic Surrogate Models of Turbulent Flows

Benet Eiximeno, Marcial Sanchís-Agudo, Arnau Miró +3

A deep-learning-based closure model to address energy loss in low-dimensional surrogate models based on proper-orthogonal-decomposition (POD) modes is introduced. Using a transform…