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Cluster-based network modeling—From snapshots to complex dynamical systems

We propose a universal method for data-driven modeling of complex nonlinear dynamics from time-resolved snapshot data without prior knowledge. Complex nonlinear dynamics govern many fields of science and engineering. Data-driven dynamic modeling often assumes a low-dimensional subspace or manifold f...

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Detalles Bibliográficos
Autores principales: Fernex, Daniel, Noack, Bernd R., Semaan, Richard
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Association for the Advancement of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8208726/
https://www.ncbi.nlm.nih.gov/pubmed/34134987
http://dx.doi.org/10.1126/sciadv.abf5006