Physics-integrated machine learning: embedding a neural network in the Navier-Stokes equations. Part I

Arsen S. Iskhakov, Nam T. Dinh

In this paper the physics- (or PDE-) integrated machine learning (ML) framework is investigated. The Navier-Stokes (NS) equations are solved using Tensorflow library for Python via…