Hybrid Modelling by Machine Learning Corrections of Analytical Model Predictions towards High-Fidelity Simulation Solutions

Within the fields of materials mechanics, the consideration of physical laws in machine learning predictions besides the use of data can enable low prediction errors and robustness as opposed to predictions only based on data. On the one hand, exclusive utilization of fundamental physical relationsh...

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Detalles Bibliográficos
Autores principales: Bock, Frederic E., Keller, Sören, Huber, Norbert, Klusemann, Benjamin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8069582/
https://www.ncbi.nlm.nih.gov/pubmed/33920078
http://dx.doi.org/10.3390/ma14081883

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8069582/
https://www.ncbi.nlm.nih.gov/pubmed/33920078
http://dx.doi.org/10.3390/ma14081883

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