Explainable deep learning reveals the physical mechanisms behind the turbulent kinetic energy equation

Francisco Alcántara-Ávila, Andrés Cremades, Sergio Hoyas +1

In this work, we investigate the physical mechanisms governing turbulent kinetic energy transport using explainable deep learning (XDL). An XDL model based on SHapley Additive exPl…