Equation identification for fluid flows via physics-informed neural networks

Alexander New, Marisel Villafañe-Delgado, Charles Shugert

Scientific machine learning (SciML) methods such as physics-informed neural networks (PINNs) are used to estimate parameters of interest from governing equations and small quantiti…