Prediction of turbulent energy based on low-rank resolvent modes and machine learning

Yitong Fan, Bo Chen, Weipeng Li

A modelling framework based on the resolvent analysis and machine learning is proposed to predict the turbulent energy in incompressible channel flows. In the framework, the optima…