Proper orthogonal decomposition

pyNIROM—A suite of python modules for non-intrusive reduced order modeling of time-dependent problems
A Python-based software package for constructing purely data-driven reduced order models of time-dependent PDEs.
Sourav Dutta, Peter Rivera-Casillas, Orie Cecil, Matthew Farthing
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pyNIROM—A suite of python modules for non-intrusive reduced order modeling of time-dependent problems
A greedy non-intrusive reduced order model for shallow water equations
A novel reduced order model for time-dependent PDEs using proper orthogonal decomposition and radial basis function interpolation. A new greedy algorithm for optimal selection of interpolation points is also proposed. Real world examples are presented using 2D shallow water equations.
Sourav Dutta, Matthew Farthing, Emma Perracchione, Gaurav Savant, Mario Putti
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A greedy non-intrusive reduced order model for shallow water equations