VarProDMD: Solving Variable Projection for the Dynamic Mode Decomposition with SciPy’s optimization suite

VarProDMD: Solving Variable Projection for the Dynamic Mode Decomposition with SciPy’s optimization suite

The Dynamic Mode Decomposition is a widely used tool for analysis in various scientific fields ranging from plasma physics to robotics, which decomposes high-dimensional signals into interpretable quantities. It reduces the dimensionality of a dynamic system while preserving the complex behavior. Th...

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Bibliographic Details
Main Authors: Gerhard Reinerth, David Messmann, Jean Elsner, Ulrich Walter
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:SoftwareX
Subjects:
Dynamic Mode Decomposition
Variable Projection
Scientific computing
Online Access:http://www.sciencedirect.com/science/article/pii/S2352711024002668
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