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Edson S. Gomi
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Proceedings Papers

Spectral Graph-Based Networks for Mooring Line Failure Detection on FPSO

José Lucas De Melo Costa, Fernando Kurike Matsumoto, Caio F. Deberaldini Netto, Marcel R. de Barros, Asdrubal do Nascimento Queiroz Filho, Edson S. Gomi, Eduardo A. Tannuri, Anna Helena Reali Costa
Proc. ASME. OMAE2024, Volume 1: Offshore Technology, V001T01A051, June 9–14, 2024
Publisher: American Society of Mechanical Engineers
Paper No: OMAE2024-136899
https://doi.org/10.1115/OMAE2024-136899
View Paper titled, Spectral Graph-Based Networks for Mooring Line Failure Detection on FPSO
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Topics: Failure, FPSO, Graph neural networks, Machine learning, Mooring
Proceedings Papers

A Neural Operator for the Estimation of Wave Heights From Wind Data

Marlon S. Mathias, Carlos H. S. Thiersch, Luca R. Patitucci, Marcel R. de Barros, Felipe M. Moreno, Artur Jordão, Marcelo Dottori, Anna H. R. Costa, Edson S. Gomi, Eduardo A. Tannuri
Proc. ASME. OMAE2024, Volume 1: Offshore Technology, V001T01A049, June 9–14, 2024
Publisher: American Society of Mechanical Engineers
Paper No: OMAE2024-136409
https://doi.org/10.1115/OMAE2024-136409
View Paper titled, A Neural Operator for the Estimation of Wave Heights From Wind Data
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Topics: Machine learning, Waves, Wind
Journal Articles

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

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
Journal: Journal of Offshore Mechanics and Arctic Engineering
Publisher: ASME
Article Type: Research Papers
J. Offshore Mech. Arct. Eng. December 2024, 146(6): 061201.
Paper No: OMAE-23-1099
https://doi.org/10.1115/1.4064676
Published Online: February 26, 2024
View Article titled, A Physics-Informed Neural Operator for the Simulation of Surface Waves
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Topics: Artificial neural networks, Boundary-value problems, Errors, Physics, Rotation, Simulation, Surface waves (Fluid), Water, Waves, Dimensions
Proceedings Papers

Combining Model-Based and Data-Driven Methods to Estimate the Roll Motion of a Spread-Moored FPSO

Lucas P. Cotrim, Alex S. Huang, Gustavo A. Bisinotto, Rodrigo Da S. Cunha, Rodrigo A. Barreira, Anna H. R. Costa, Edson S. Gomi, Eduardo A. Tannuri
Proc. ASME. OMAE2023, Volume 1: Offshore Technology, V001T01A014, June 11–16, 2023
Publisher: American Society of Mechanical Engineers
Paper No: OMAE2023-102044
https://doi.org/10.1115/OMAE2023-102044
View Paper titled, Combining Model-Based and Data-Driven Methods to Estimate the Roll Motion of a Spread-Moored FPSO
Open the PDF for Combining Model-Based and Data-Driven Methods to Estimate the Roll Motion of a Spread-Moored FPSO in another window
Topics: Artificial neural networks, FPSO, Mooring, Physics