| Physics-informed neural networks for missing physics estimation in cumulative damage models: a case study in corrosion fatigue A Dourado, FAC Viana Journal of Computing and Information Science in Engineering 20 (6), 061007, 2020 | 90 | 2020 |
| Estimating model inadequacy in ordinary differential equations with physics-informed neural networks FAC Viana, RG Nascimento, A Dourado, YA Yucesan Computers & Structures 245, 106458, 2021 | 56 | 2021 |
| A survey of modeling for prognosis and health management of industrial equipment YA Yucesan, A Dourado, FAC Viana Advanced Engineering Informatics 50, 101404, 2021 | 52 | 2021 |
| Physics-informed neural networks for corrosion-fatigue prognosis A Dourado, FAC Viana Proceedings of the Annual Conference of the PHM Society 11 (1), 2019 | 27 | 2019 |
| Dynamic analysis of a flexible rotor supported by hydrodynamic bearings with uncertain parameters AA Cavalini, ADG Silva, FA Lara-Molina, V Steffen Meccanica 52, 2931-2943, 2017 | 25 | 2017 |
| Robust balancing approach for rotating machines based on fuzzy logic VN Carvalho, BFR Rende, ADG Silva, A Ap Cavalini, V Steffen Journal of Vibration and Acoustics 140 (5), 051018, 2018 | 24 | 2018 |
| Uncertainty analysis of a tilting-pad journal bearing using fuzzy logic techniques AA Cavalini, AGS Dourado, FA Lara-Molina, V Steffen Journal of Vibration and Acoustics 138 (6), 061016, 2016 | 20 | 2016 |
| Uncertainty quantification techniques applied to rotating systems: A comparative study AGS Dourado, AA Cavalini Jr, V Steffen Jr Journal of Vibration and Control 24 (14), 3010-3025, 2018 | 19 | 2018 |
| Fuzzy reliability-based optimization for engineering system design ADP Dourado, FS Lobato, AA Cavalini, V Steffen International Journal of Fuzzy Systems 21, 1418-1429, 2019 | 16 | 2019 |
| Physics-informed neural networks package FAC Viana, RG Nascimento, Y Yucesan, A Dourado Zenodo. Retrieved from, 2019 | 14 | 2019 |
| Physics-informed neural networks for bias compensation in corrosion-fatigue AD Dourado, F Viana Aiaa scitech 2020 forum, 1149, 2020 | 12 | 2020 |
| Kriging approach dedicated to represent hydrodynamic bearings J Silva Barbosa, L Campanine Sicchieri, ADP Dourado, AA Cavalini Jr, ... Journal of Engineering for Gas Turbines and Power 143 (6), 061016, 2021 | 10 | 2021 |
| Model based robust balancing approach for rotating machines ADG Silva, AA Cavalini, V Steffen Model Validation and Uncertainty Quantification, Volume 3: Proceedings of …, 2016 | 9 | 2016 |
| Early life failures and services of industrial asset fleets A Dourado, FAC Viana Reliability Engineering & System Safety 205, 107225, 2021 | 7 | 2021 |
| Experimental validation of a robust model-based balancing approach VN Carvalho, ADP Dourado, BRF Rende, AA Cavalini Jr, V Steffen Jr Journal of Vibration and Control 25 (2), 423-434, 2019 | 6 | 2019 |
| Fuzzy robust design of dynamic vibration absorbers ADG Silva, AA Cavalini Jr, V Steffen Jr Shock and Vibration 2016, 2016 | 6 | 2016 |
| Python scripts for physics-informed neural networks for corrosion-fatigue prognosis, v0. 0.1 A Dourado, FAC Viana DOI: https://doi. org/10.5281/zenodo 3355729, 2019 | 5 | 2019 |
| Kriging surrogate model dedicated to a tilting-pad journal bearing A De P. Dourado, JS Barbosa, L Sicchieri, AA Cavalini, V Steffen Proceedings of the 10th International Conference on Rotor Dynamics–IFToMM …, 2019 | 5 | 2019 |
| Fuzzy uncertainty analysis of a tilting-pad journal bearing AA Cavalini Jr, FA Lara-Molina, A Dourado, V Steffen Jr International design engineering technical conferences and computers and …, 2015 | 5 | 2015 |
| Experimental uncertainty analysis of a flexible rotor supported by fluid film bearings AA Cavalini Jr, FA Lara-Molina, ADG Silva, V Steffen Jr Proceedings of the International Symposium on Dynamic Problems of Mechanics …, 2015 | 5 | 2015 |
Valder Steffen JrProfessor of Mechanical Engineering, Federal University of UberlandiaDirección de correo verificada de mecanica.ufu.br
