A physics-informed neural operator for the simulation of surface waves (2024)
- Authors:
- USP affiliated authors: MATHIAS, MARLON SPROESSER - EP ; MELLO, PEDRO CARDOZO DE - EP ; DOTTORI, MARCELO - IO ; COZMAN, FABIO GAGLIARDI - EP ; COSTA, ANNA HELENA REALI - EP ; GOMI, EDSON SATOSHI - EP ; TANNURI, EDUARDO AOUN - EP ; FREITAS, LUCAS PALMIRO DE - EP ; NETTO, CAIO FABRICIO DEBERALDINI - EP ; MORENO, FELIPE MARINO - EP ; BARROS, MARCEL RODRIGUES DE - EP
- Unidades: EP; IO
- DOI: 10.1115/1.4064676
- Subjects: MÉTODOS NUMÉRICOS; REDES NEURAIS; APRENDIZADO COMPUTACIONAL; SIMULAÇÃO
- Keywords: Redes neurais; Aprendizado de máquina; Dinâmica de fluidos computacional; Modelagem de ondas
- Agências de fomento:
- Language: Inglês
- Imprenta:
- Source:
- Título: Journal of Offshore Mechanics and Arctic Engineering (online) : seção Ocean Engineering
- ISSN: 1528-896X
- Volume/Número/Paginação/Ano: v. 146, n. 6, p. 1-10, artigo 061201, 2024
- Este periódico é de assinatura
- Este artigo NÃO é de acesso aberto
- Cor do Acesso Aberto: closed
-
ABNT
MATHIAS, Marlon Sproesser et al. A physics-informed neural operator for the simulation of surface waves. Journal of Offshore Mechanics and Arctic Engineering (online) : seção Ocean Engineering, v. 146, n. 6, p. 1-10, 2024Tradução . . Disponível em: https://doi.org/10.1115/1.4064676. Acesso em: 31 dez. 2025. -
APA
Mathias, M. S., Caio Fabricio Deberaldini Netto,, Moreno, F. M., Coelho, J. F., Freitas, L. P. de, Barros, M. R. de, et al. (2024). A physics-informed neural operator for the simulation of surface waves. Journal of Offshore Mechanics and Arctic Engineering (online) : seção Ocean Engineering, 146( 6), 1-10. doi:10.1115/1.4064676 -
NLM
Mathias MS, Caio Fabricio Deberaldini Netto, Moreno FM, Coelho JF, Freitas LP de, Barros MR de, Mello PC de, Dottori M, Cozman FG, Reali Costa AH, Nogueira Junior AC, Gomi ES, Tannuri EA. A physics-informed neural operator for the simulation of surface waves [Internet]. Journal of Offshore Mechanics and Arctic Engineering (online) : seção Ocean Engineering. 2024 ; 146( 6): 1-10.[citado 2025 dez. 31 ] Available from: https://doi.org/10.1115/1.4064676 -
Vancouver
Mathias MS, Caio Fabricio Deberaldini Netto, Moreno FM, Coelho JF, Freitas LP de, Barros MR de, Mello PC de, Dottori M, Cozman FG, Reali Costa AH, Nogueira Junior AC, Gomi ES, Tannuri EA. A physics-informed neural operator for the simulation of surface waves [Internet]. Journal of Offshore Mechanics and Arctic Engineering (online) : seção Ocean Engineering. 2024 ; 146( 6): 1-10.[citado 2025 dez. 31 ] Available from: https://doi.org/10.1115/1.4064676 - A physics-informed neural network to model port channels
- Improving current forecast by leveraging measured data and numerical models via LiESNs
- Augmenting a physics-informed neural network for the 2D burgers equation by addition of solution data points
- Early detection of extreme storm tide events using multimodal data processing
- Automatic clustering of metocean conditions on the brazilian coast
- Embracing data irregularities in multivariate time series with recurrent and graph neural networks
- Improving LLMs’ reasoning and planning with finite-state machines
- Motion-based wave inference with neural networks: transfer learning from numerical simulation to experimental data
- Drift-Off study in drilling vessels comparing numerical model and full-scale field measurements
- Prediction of environmental conditions for maritime navigation using a network of sensors: a practical application of graph neural networks
Informações sobre o DOI: 10.1115/1.4064676 (Fonte: oaDOI API)
Download do texto completo
| Tipo | Nome | Link | |
|---|---|---|---|
 |
Cozman-2024-A_Physics-Inf... | Direct link |
How to cite
A citação é gerada automaticamente e pode não estar totalmente de acordo com as normas
