A Physics-Informed Neural Operator for the Simulation of Surface Waves

We develop and implement a neural operator (NOp) 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...

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Veröffentlicht in:	Journal of offshore mechanics and Arctic engineering 2024-12, Vol.146 (6)
Hauptverfasser:	Mathias, Marlon S., Netto, Caio F. D., Moreno, Felipe M., Coelho, Jefferson F., de Freitas, Lucas P., de Barros, Marcel R., de Mello, Pedro C., Dottori, Marcelo, Cozman, Fábio G., Costa, Anna H. R., Nogueira Junior, Alberto C., Gomi, Edson S., Tannuri, Eduardo A.
Format:	Artikel
Sprache:	eng
Schlagworte:	Ocean Space Utilization
Online-Zugang:	Volltext
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