2 papers
physics.flu-dyn2021
Data-driven Modeling of Two-Dimensional Detonation Wave Fronts
Ariana Mendible, Weston Lowrie, Steven L. Brunton +1
Historical experimental testing of high-altitude nuclear explosions (HANEs) are known to cause severe and detrimental effects to radio frequency signals and communications infrastr…
physics.comp-ph2019
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…