| Physics-informed neural nets for control of dynamical systems EA Antonelo, E Camponogara, LO Seman, JP Jordanou, ER de Souza, ... Neurocomputing 579, 127419, 2024 | 89 | 2024 |
| Nonlinear Model Predictive Control of an Oil Well with Echo State Networks JP Jordanou, E Camponogara, EA Antonelo, MA Schmitz de Aguiar 3rd IFAC Workshop on Automatic Control in Offshore Oil and Gas Production …, 2018 | 33 | 2018 |
| Echo state networks for practical nonlinear model predictive control of unknown dynamic systems JP Jordanou, EA Antonelo, E Camponogara IEEE transactions on neural networks and learning systems 33 (6), 2615-2629, 2021 | 31 | 2021 |
| Online learning control with echo state networks of an oil production platform JP Jordanou, EA Antonelo, E Camponogara Engineering Applications of Artificial Intelligence 85, 214-228, 2019 | 29 | 2019 |
| Nonlinear model predictive control of electrical submersible pumps based on echo state networks JP Jordanou, I Osnes, SB Hernes, E Camponogara, EA Antonelo, ... Advanced Engineering Informatics 52, 101553, 2022 | 21 | 2022 |
| Investigation of proper orthogonal decomposition for echo state networks JP Jordanou, EA Antonelo, E Camponogara, E Gildin Neurocomputing 548, 126395, 2023 | 10 | 2023 |
| Recurrent neural network based control of an oil well JP Jordanou, EA Antonelo, E Camponogara, MA S de Aguiar XIII Brazilian Symposium on Intelligent Automation (SBAI), 2017 | 10 | 2017 |
| Echo state networks for online learning control and mpc of unknown dynamic systems: applications in the control of oil wells JP Jordanou | 2 | 2019 |
| Identifying Large-Scale Linear Parameter Varying Systems with Dynamic Mode Decomposition Methods JP Jordanou, E Camponogara, E Gildin arXiv preprint arXiv:2502.02336, 2025 | | 2025 |
| Methods for analysis and model predictive control of dynamic systems modeled with echo state networks JP Jordanou | | 2024 |
| Optimizing GOR Prediction in Oil Wells: Efficacy of Convolutional Neural Networks with Hybrid Data Integration JF de Amorim, JP Jordanou, UF Moreno, JEN Rico, BF Vieira IFAC-PapersOnLine 58 (14), 241-246, 2024 | | 2024 |
| Enhancing GOR Estimation in Gas-lift Oil Production: A Comparative Study of Support Vector Machines and Neural Networks JF de Amorim, MT Oliveira, JP Jordanou, UF Moreno, BF Vieira Simpósio Brasileiro de Automação Inteligente-SBAI 1 (2), 2023 | | 2023 |
| Recurrent Neural Network Based Control for Risers and Oil Wells JP Jordanou Florianópolis, SC., 2017 | | 2017 |
