Artificial neural network surrogate modelling for random fields in structural stability
Schweizer, M. 1; Fina, M.
1; Wagner, W. 1; Freitag, S. 1
1 Institut für Baustatik (IBS), Karlsruher Institut für Technologie (KIT)
1; Wagner, W. 1; Freitag, S. 11 Institut für Baustatik (IBS), Karlsruher Institut für Technologie (KIT)
| Zugehörige Institution(en) am KIT | Institut für Baustatik (IBS) |
| Publikationstyp | Proceedingsbeitrag |
| Publikationsjahr | 2024 |
| Sprache | Englisch |
| Identifikator | KITopen-ID: 1000174693 |
| Erschienen in | 4th International Conference on Vulnerability and Risk Analysis and Management (ICVRAM2024) & 8th International Symposium on Uncertainty Modelling and Analysis (ISUMA2024) |
| Veranstaltung | 4th International Conference on Vulnerability and Risk Analysis and Management (ICVRAM2024) & 8th International Symposium on Uncertainty Modelling and Analysis (ISUMA 2024), Shanghai, China, 25.04.2024 – 28.04.2024 |
| Verlag | ICVRAM |
| Schlagwörter | Structural stability; artificial neural network; buckling behavior; geometrical imperfection; correlation length; correlated random field; surrogate modelling |