A probabilistic, data-driven closure model for RANS simulations with aleatoric, model uncertainty

Atul Agrawal, Phaedon-Stelios Koutsourelakis

We propose a data-driven, closure model for Reynolds-averaged Navier-Stokes (RANS) simulations that incorporates aleatoric, model uncertainty. The proposed closure consists of two…