Neural network modelling of wave overtopping at coastal structures

van Gent, Marcel R. A.; van den Boogaard, Henk F. P.; Pozueta, B; Medina, Josep R.

doi:10.1016/j.coastaleng.2006.12.001

Neural network modelling of wave overtopping at coastal structures

Archivos

van;van;Pozueta - Neural network modelling of wave overtopping at coastal structures.pdf (784.58 KB)

Fecha

2007

Autores

van Gent, Marcel R. A.

van den Boogaard, Henk F. P.

Pozueta, B

Medina, Josep R.

Unidades organizativas

Departamento de Ingeniería e Infraestructura de los Transportes

Instituto del Transporte y Territorio

Escuela Técnica Superior de Ingeniería de Caminos, Canales y Puertos

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Handle

https://riunet.upv.es/handle/10251/136176

Cita bibliográfica

Van Gent, MRA.; Van Den Boogaard, HFP.; Pozueta, B.; Medina, JR. (2007). Neural network modelling of wave overtopping at coastal structures. Coastal Engineering. 54(8):586-593. https://doi.org/10.1016/j.coastaleng.2006.12.001

Resumen

[EN] A method has been developed to estimate wave overtopping discharges for a wide range of coastal structures. The prediction method is based on Neural Network modelling. For this purpose use is made of a data set obtained from a large number of physical model tests (collected within the framework of the European project CLASH, see e.g. [Steendarn, G.J., Van der Meer, J.W., Verhaeghe, H., Besley, P., Franco, L. and Van Gent, MKA. (2004). The international database on wave overtopping. World Scientific, Proc. 29th ICCE, vol. 4, pp. 4301-4313, Lisbon, Portugal.]). Moreover, a method was developed to obtain confidence intervals for the overtopping predictions of the neural network.