Search Results for author: Marko Budišić

Found 3 papers, 1 papers with code

Analysis of tidal flows through the Strait of Gibraltar using Dynamic Mode Decomposition

no code implementations2 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.

Modern Koopman Theory for Dynamical Systems

5 code implementations24 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.

BIG-bench Machine Learning

Model and Data Reduction for Data Assimilation: Particle Filters Employing Projected Forecasts and Data with Application to a Shallow Water Model

no code implementations22 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

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