Dimensionality Reduction and Reduced Order Modeling for Traveling Wave Physics

Ariana Mendible, Steven L. Brunton, Aleksandr Y. Aravkin +2

We develop an unsupervised machine learning algorithm for the automated discovery and identification of traveling waves in spatio-temporal systems governed by partial differential…