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Cost function for low-dimensional manifold topology assessment

In reduced-order modeling, complex systems that exhibit high state-space dimensionality are described and evolved using a small number of parameters. These parameters can be obtained in a data-driven way, where a high-dimensional dataset is projected onto a lower-dimensional basis. A complex system...

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Detalles Bibliográficos
Autores principales: Zdybał, Kamila, Armstrong, Elizabeth, Sutherland, James C., Parente, Alessandro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9411209/
https://www.ncbi.nlm.nih.gov/pubmed/36008473
http://dx.doi.org/10.1038/s41598-022-18655-1