Ensemble Kalman method for learning turbulence models from indirect observation data

Xin-Lei Zhang, Heng Xiao, Xiaodong Luo +1

In this work, we propose using an ensemble Kalman method to learn a nonlinear eddy viscosity model, represented as a tensor basis neural network, from velocity data. Data-driven tu…