A coupled Variational Encoder-Decoder - DeepONet surrogate model for the Rayleigh-Bénard convection problem
- Joao Lucas de Sousa Almeida
- Pedro Rocha
- et al.
- 2023
- AAAI 2023
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8 results for Alberto Costa Nogueira Junior
Reservoir computing in reduced order modeling for chaotic dynamical systems
- Alberto Costa Nogueira Junior
- Felipe De Castro Teixeira Carvalho
- et al.
- 2021
- ISC 2021
Supporting the Training of Physics Informed Neural Networks for Seismic Inversion Using Provenance
- Renan Souza
- Andres Codas
- et al.
- 2020
- ACE 2020
Acoustic Wave Inversion Using Radial Basis Neural Networks
- Miguel Paredes Quinones
- Alberto Costa Nogueira Junior
- et al.
- 2020
- Joint SBGf-SEG Workshop on Machine Learning 2020
Leveraging hyperspectral remote sensing and foundation models for greenhouse monitoring
- 2024
- KDD 2024
Data-Driven Reduced-Order Model for Atmospheric CO2 Dispersion
- Pedro Rocha
- Marcos Sebastião De Paula Gomes
- et al.
- 2022
- AAAI-FS 2022
Reduced Order Modeling of Dynamical Systems Using Artificial Neural Networks Applied to Water Circulation
- 2020
- ISC 2020
Non-intrusive operator inference for chaotic systems
- Joao Lucas de Sousa Almeida
- Arthur Cancelieri Pires
- et al.
- 2022
- IEEE Transactions on Artificial Intelligence