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A multi-parameter calibration method for the numerical simulation of morphodynamic problems

In: Journal of Hydrology and Hydromechanics, vol. 65, no. 2
Stefania Evangelista - Gaspare Giovinco - Selahattin Kocaman
Detaily:
Rok, strany: 2017, 175 - 182
Kľúčové slová:
Optimization; Calibration; Multi-parameter; Numerical models; Morphodynamic models; Dike erosion.
URL originálneho zdroja: http://www.ih.sav.sk/jhh
O článku:
Calibration of parameters of mathematical models is still a tough task in several engineering problems. Many of the models adopted for the numerical simulations of real phenomena, in fact, are of empirical derivation. Therefore, they include parameters which have to be calibrated in order to correctly reproduce the physical evidence. Thus, the success of a numerical model application depends on the quality of the performed calibration, which can be of great complexity, especially if the number of parameters is higher than one. Calibration is traditionally performed by engineers and researchers through manual trial-and-error procedures. However, since models themselves are increasingly sophisticated, it seems more proper to look at more advanced calibration procedures. In this work, in particular, an optimization technique for a multi-parameter calibration is applied to a two-phase depth-averaged model, already adopted in previous works to simulate morphodynamic processes, such as, for example, the dike erosion by overtopping.
Ako citovať:
ISO 690:
Evangelista, S., Giovinco, G., Kocaman, S. 2017. A multi-parameter calibration method for the numerical simulation of morphodynamic problems. In Journal of Hydrology and Hydromechanics, vol. 65, no.2, pp. 175-182. 0042-790X (until 2019) .

APA:
Evangelista, S., Giovinco, G., Kocaman, S. (2017). A multi-parameter calibration method for the numerical simulation of morphodynamic problems. Journal of Hydrology and Hydromechanics, 65(2), 175-182. 0042-790X (until 2019) .