Physics-Informed Machine Learning Approach for Augmenting Turbulence Models: A Comprehensive Framework

Jin-Long Wu, Heng Xiao, Eric Paterson

Reynolds-averaged Navier-Stokes (RANS) equations are widely used in engineering turbulent flow simulations. However, RANS predictions may have large discrepancies due to the uncert…