A predictive equation for wave setup using genetic programming

<p>We applied machine learning to improve the accuracy of present predictors of wave setup. Namely, we used an evolutionary-based genetic programming model and a previously published dataset, which includes various beach and wave conditions. Here, we present two new wave setup predictors: a si...

Full description

Bibliographic Details
Main Authors: C. Dalinghaus, G. Coco, P. Higuera
Format: Article
Language:English
Published: Copernicus Publications 2023-06-01
Series:Natural Hazards and Earth System Sciences
Online Access:https://nhess.copernicus.org/articles/23/2157/2023/nhess-23-2157-2023.pdf