Evaluation of POD based surrogate models of fields resulting from nonlinear FEM simulations

Evaluation of POD based surrogate models of fields resulting from nonlinear FEM simulations

Abstract Surrogate modelling is a powerful tool to replace computationally expensive nonlinear numerical simulations, with fast representations thereof, for inverse analysis, model-based control or optimization. For some problems, it is required that the surrogate model describes a complete output f...

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Bibliographic Details
Main Authors: Boukje M. de Gooijer, Jos Havinga, Hubert J. M. Geijselaers, Anton H. van den Boogaard
Format: Article
Language:English
Published: SpringerOpen 2021-11-01
Series:Advanced Modeling and Simulation in Engineering Sciences
Subjects:
Metamodel
Multiphysical field
Preprocessing
Proper Orthogonal Decomposition
Radial Basis Function
Online Access:https://doi.org/10.1186/s40323-021-00210-8

Internet

https://doi.org/10.1186/s40323-021-00210-8

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