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Simulating the seismic response of embankments via artificial neural networks

Yiannis Tsompanakis , Nikos Lagaros , Prodromos Psarropoulos , Evaggelos C. Georgopoulos

Απλή Εγγραφή


URIhttp://purl.tuc.gr/dl/dias/EC081766-4FFD-42A2-B238-266B69317EF4-
Αναγνωριστικόhttps://doi.org/10.1016/j.advengsoft.2008.11.005-
Γλώσσαen-
Μέγεθος12 pagesen
ΤίτλοςSimulating the seismic response of embankments via artificial neural networksen
ΔημιουργόςYiannis Tsompanakis en
ΔημιουργόςNikos Lagaros en
ΔημιουργόςProdromos Psarropoulos en
ΔημιουργόςEvaggelos C. Georgopoulosen
Δημιουργόςen
ΠερίληψηGeotechnical earthquake engineering may generally be considered as an “imprecise” scientific area due to the unavoidable uncertainties and the simplifications adopted during the design process of geostructures. Therefore, relatively accurate predictions using advanced soft computing (SC) techniques can be tolerated rather than solving a problem conventionally. Artificial neural networks (ANNs), being one of the most popular SC techniques, have been used in many fields of science and technology, as well as, into an increasing number of earthquake engineering applications on structures and infrastructures. In this work the implementation of ANNs is focused on the simulation of the seismic response of a typical embankment. The dynamic response of the embankment is evaluated utilizing the finite-element method, where the nonlinear behavior of the geo-materials can be taken into account by an equivalent-linear procedure. In the present study, this extremely time-consuming process is replaced by properly trained ANNs. en
ΤύποςPeer-Reviewed Journal Publicationen
ΤύποςΔημοσίευση σε Περιοδικό με Κριτέςel
Άδεια Χρήσηςhttp://creativecommons.org/licenses/by/4.0/en
Ημερομηνία2015-10-08-
Ημερομηνία Δημοσίευσης2009-
Θεματική ΚατηγορίαEngineering, Geotechnicalen
Θεματική ΚατηγορίαGeotechnicsen
Θεματική ΚατηγορίαGeotechnologyen
Θεματική Κατηγορίαgeotechnical engineeringen
Θεματική Κατηγορίαengineering geotechnicalen
Θεματική Κατηγορίαgeotechnicsen
Θεματική Κατηγορίαgeotechnologyen
Βιβλιογραφική ΑναφοράY. Tsompanakis ,N. Lagaros ,P. Psarropoulos ,E. C. Georgopoulos , " Simulating the seismic response of embankments via artificial neural networks " ,Advances in Eng. Soft., vol. 40 ,no. 8 , pp.640-651,2009.doi: 10.1016/j.advengsoft.2008.11.005en

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