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Data-Driven Partial Differential Equations Discovery Approach for the Noised Multi-dimensional Data

Data-driven methods provide model creation tools for systems, where the application of conventional analytical methods is restrained. The proposed method involves the data-driven derivation of a partial differential equation (PDE) for process dynamics, which can be helpful both for process simulatio...

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Detalles Bibliográficos
Autores principales: Maslyaev, Mikhail, Hvatov, Alexander, Kalyuzhnaya, Anna
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7302831/
http://dx.doi.org/10.1007/978-3-030-50417-5_7