most citedRevisiting Tensor Basis Neural Networks for Reynolds stress modeling: application to plane channel and square duct flows

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physics.flu-dyn2024★ 16 cited

Revisiting Tensor Basis Neural Networks for Reynolds stress modeling: application to plane channel and square duct flows

Jiayi Cai, Pierre-Emmanuel Angeli, Jean-Marc Martinez +2

Several Tensor Basis Neural Network (TBNN) frameworks aimed at enhancing turbulence RANS modeling have recently been proposed in the literature as data-driven constitutive models f…