Computationally Efficient Hybrid Downscaling of Surf Zone Hydrodynamics: Methodology and Evaluation

Abstract We present a hybrid surf‐zone model that combines numerical simulations and statistical/machine learning techniques, enabling accurate calculations of nearshore wave and hydrodynamic parameters with high computational efficiency. The approach involves defining representative forcing conditi...

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Bibliografiske detaljer

Principais autores:	E. R. Echevarria, S. Contardo, B. Pérez‐Díaz, R. K. Hoeke, B. Leighton, C. Trenham, L. Cagigal, F. J. Méndez
Format:	Artigo
Sprog:	Inglês
Udgivet:	Wiley 2025-06-01
Serier:	Journal of Geophysical Research: Machine Learning and Computation
Fag:	XBeach hybrid downscaling machine learning nearshore surf‐zone
Online adgang:	https://doi.org/10.1029/2024JH000523
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