| Application of long short-term memory recurrent neural networks for localisation of leak source using 3D computational fluid dynamics AZ Selvaggio, FMM Sousa, FV da Silva, SSV Vianna Process Safety and Environmental Protection 159, 757-767, 2022 | 19 | 2022 |
| Application of adaptive feedforward-feedback control on multiple effect evaporator process F Matheus Mota Sousa, R Rodrigues Fonseca Chemical Product and Process Modeling 14 (2), 20180040, 2019 | 7 | 2019 |
| Empirical modeling of ethanol production dynamics using long short-term memory recurrent neural networks FMM Sousa, RR Fonseca, FV da Silva Bioresource Technology Reports 15, 100724, 2021 | 4 | 2021 |
| Adaptive fuzzy feedforward-feedback controller applied to level control in an experimental prototype FMM Sousa, VMB Amarante, RR Fonseca IFAC-PapersOnLine 52 (1), 219-224, 2019 | 4 | 2019 |
| A method for pH food dependent shelf‐life prediction of intelligent sustainable packaging device using artificial neural networks IF Brazolin, FMM Sousa, JWS dos Santos, VOC Concha, FV da Silva, ... Journal of Applied Polymer Science 141 (28), e55646, 2024 | | 2024 |
| Leakage source localisation employing 3D-CFD simulations and gated recurrent units FMM Sousa, AZ Selvaggio, FV Silva, SSV Vianna Process Safety and Environmental Protection 178, 540-546, 2023 | | 2023 |
| Development of an ANN-based soft-sensor to estimate pH variations in Intelligent Packaging Systems with visual indicators IF Brazolin, FMM Sousa, FV Silva, VOC Concha, CMP Yoshida Computer Aided Chemical Engineering 49, 1837-1842, 2022 | | 2022 |
| Graphical user interface for development of dynamics model of fermentation process applying long short-term memory networks FMM Sousa, RR Fonseca, FV Silva Computer Aided Chemical Engineering 49, 1105-1110, 2022 | | 2022 |
| Modelo empírico da dinâmica de produção de etanol baseado em redes de aprendizagem profunda LSTM FMM Sousa [sn], 2021 | | 2021 |
