no code implementations • 2 Nov 2023 • Sathsara Dias, Sudam Surasinghe, Kanaththa Priyankara, Marko Budišić, Larry Pratt, José C. Sanchez-Garrido, Erik M. Bollt
The Strait of Gibraltar is a region characterized by intricate oceanic sub-mesoscale features, influenced by topography, tidal forces, instabilities, and nonlinear hydraulic processes, all governed by the nonlinear equations of fluid motion.
5 code implementations • 24 Feb 2021 • Steven L. Brunton, Marko Budišić, Eurika Kaiser, J. Nathan Kutz
The field of dynamical systems is being transformed by the mathematical tools and algorithms emerging from modern computing and data science.
no code implementations • 22 Jan 2021 • Aishah Albarakati, Marko Budišić, Rose Crocker, Juniper Glass-Klaiber, Sarah Iams, John Maclean, Noah Marshall, Colin Roberts, Erik S. Van Vleck
The understanding of nonlinear, high dimensional flows, e. g, atmospheric and ocean flows, is critical to address the impacts of global climate change.
Dimensionality Reduction Dynamical Systems Optimization and Control Chaotic Dynamics Atmospheric and Oceanic Physics Data Analysis, Statistics and Probability 65C20, 62-08, 86-08, 62M20