Generalization of machine-learned turbulent heat flux models applied to film cooling flows

Pedro M. Milani, Julia Ling, John K. Eaton

The design of film cooling systems relies heavily on Reynolds-Averaged Navier-Stokes (RANS) simulations, which solve for mean quantities and model all turbulent scales. Most turbul…