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Neural network modelling of wave overtopping at coastal structures

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Neural network modelling of wave overtopping at coastal structures

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dc.contributor.author van Gent, Marcel R. A. es_ES
dc.contributor.author van den Boogaard, Henk F. P. es_ES
dc.contributor.author Pozueta, B es_ES
dc.contributor.author Medina, Josep R. es_ES
dc.date.accessioned 2020-02-02T21:00:59Z
dc.date.available 2020-02-02T21:00:59Z
dc.date.issued 2007 es_ES
dc.identifier.issn 0378-3839 es_ES
dc.identifier.uri http://hdl.handle.net/10251/136176
dc.description.abstract [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. es_ES
dc.description.sponsorship This study was co-sponsored by the Commission of the European Communities within the framework of the CLASH project (‘Crest Level Assessment of Coastal Structures by fullscale monitoring, neural network prediction and Hazard analysis on permissible wave overtopping’, contract EVK3–2001–00058). es_ES
dc.language Inglés es_ES
dc.publisher Elsevier es_ES
dc.relation.ispartof Coastal Engineering es_ES
dc.rights Reserva de todos los derechos es_ES
dc.subject Wave overtopping es_ES
dc.subject Breakwaters es_ES
dc.subject Dikes es_ES
dc.subject Coastal structures es_ES
dc.subject Rubble mound structures es_ES
dc.subject Neural network modelling es_ES
dc.subject Physical model tests es_ES
dc.subject.classification INGENIERIA E INFRAESTRUCTURA DE LOS TRANSPORTES es_ES
dc.title Neural network modelling of wave overtopping at coastal structures es_ES
dc.type Artículo es_ES
dc.identifier.doi 10.1016/j.coastaleng.2006.12.001 es_ES
dc.relation.projectID info:eu-repo/grantAgreement/EC/FP5/EVK3-CT-2001-00058/EU/Crest level assessment of coastal structures by full scale monitoring, neural network prediction and hazard analysis on permissible wave overtopping/CLASH/ es_ES
dc.rights.accessRights Cerrado es_ES
dc.contributor.affiliation Universitat Politècnica de València. Departamento de Ingeniería e Infraestructura de los Transportes - Departament d'Enginyeria i Infraestructura dels Transports es_ES
dc.description.bibliographicCitation 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 es_ES
dc.description.accrualMethod S es_ES
dc.relation.publisherversion https://doi.org/10.1016/j.coastaleng.2006.12.001 es_ES
dc.description.upvformatpinicio 586 es_ES
dc.description.upvformatpfin 593 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.description.volume 54 es_ES
dc.description.issue 8 es_ES
dc.relation.pasarela S\38365 es_ES
dc.contributor.funder European Commission es_ES


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