Wave-by-wave prediction for spread seas using a machine learning model with physical understanding

Author:

Chen JialunORCID,Taylor Paul H.,Milne Ian A.,Gunawan DavidORCID,Zhao WenhuaORCID

Publisher

Elsevier BV

Subject

Ocean Engineering,Environmental Engineering

Reference45 articles.

1. Tensorflow: Large-scale machine learning on heterogeneous distributed systems;Abadi,2016

2. Experimental validation of non-linear deterministic prediction schemes for long-crested waves;Blondel-Couprie;Ocean Eng.,2013

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4. Forward prediction of surface wave elevations and motions of offshore floating structures using a data-driven model;Chen;Ocean Eng.,2023

5. Keras: Deep learning library for theano and tensorflow;Chollet,2015

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