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Keywords: neural networks
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Journal Articles
Marlon S. Mathias, Caio F. D. Netto, Felipe M. Moreno, Jefferson F. Coelho, Lucas P. de Freitas, Marcel R. de Barros, Pedro C. de Mello, Marcelo Dottori, Fábio G. Cozman, Anna H. R. Costa, Alberto C. Nogueira Junior, Edson S. Gomi, Eduardo A. Tannuri
Publisher: ASME
Article Type: Research Papers
J. Offshore Mech. Arct. Eng. December 2024, 146(6): 061201.
Paper No: OMAE-23-1099
Published Online: February 26, 2024
...) to predict the evolution of waves on the surface of water. The NOp uses a graph neural network (GNN) to connect randomly sampled points on the water surface and exchange information between them to make the prediction. Our main contribution is adding physical knowledge to the implementation, which allows...