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Marcelo Dottori
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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

Modeling Oceanic Variables With Graph-Guided Networks for Irregularly Sampled Multivariate Time Series

Jefferson Fialho Coelho, Marcel Rodrigues de Barros, Caio Fabricio Deberaldini Netto, Felipe Marino Moreno, Lucas Palmiro de Freitas, Marlon Sproesser Mathias, Fábio Gagliardi Cozman, Marcelo Dottori, Edson Satoshi Gomi, Eduardo Aoun Tannuri, Anna Helena Reali Costa
Proc. ASME. OMAE2023, Volume 5: Ocean Engineering, V005T06A058, June 11–16, 2023
Publisher: American Society of Mechanical Engineers
Paper No: OMAE2023-104603
https://doi.org/10.1115/OMAE2023-104603
View Paper titled, Modeling Oceanic Variables With Graph-Guided Networks for Irregularly Sampled Multivariate Time Series
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Topics: Artificial neural networks, Modeling, Oceans, Physics, Time series, Seas, Shorelines, Machine learning, Noise (Sound), Sensors
Proceedings Papers

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

Marlon Sproesser Mathias, Caio Fabricio Deberaldini Netto, Felipe Marino Moreno, Jefferson Fialho Coelho, Lucas Palmiro de Freitas, Marcel Rodrigues de Barros, Pedro Cardozo de Mello, Marcelo Dottori, Fábio Gagliardi Cozman, Anna Helena Reali Costa, Alberto Costa Nogueira Junior, Edson Satoshi Gomi, Eduardo Aoun Tannuri
Proc. ASME. OMAE2023, Volume 7: CFD & FSI, V007T08A013, June 11–16, 2023
Publisher: American Society of Mechanical Engineers
Paper No: OMAE2023-104950
https://doi.org/10.1115/OMAE2023-104950
View Paper titled, A Physics-Informed Neural Operator for the Simulation of Surface Waves
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Topics: Artificial neural networks, Computational fluid dynamics, Dimensions, Encryption, Machine learning, Modeling, Physics, Rotation, Simulation, Surface waves (Fluid)
Proceedings Papers

Echo State Networks for Surface Current Forecasting in a Port Access Channel

Felipe Marino Moreno, Jefferson Fialho Coelho, Marlon Sproesser Mathias, Marcel Rodrigues de Barros, Caio Fabricio Deberaldini Netto, Lucas Palmiro de Freitas, Marcelo Dottori, Fábio Gagliardi Cozman, Anna Helena Reali Costa, Edson Satoshi Gomi, Eduardo Aoun Tannuri
Proc. ASME. OMAE2023, Volume 5: Ocean Engineering, V005T06A056, June 11–16, 2023
Publisher: American Society of Mechanical Engineers
Paper No: OMAE2023-103265
https://doi.org/10.1115/OMAE2023-103265
View Paper titled, Echo State Networks for Surface Current Forecasting in a Port Access Channel
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Topics: Echoes, Computer simulation, Acoustics, Currents, Leakage, Navigation, Water currents