| Deep variational auto-encoders: A promising tool for dimensionality reduction and ball bearing elements fault diagnosis G San Martin, E Lopez Droguett, V Meruane, M das Chagas Moura Structural Health Monitoring 18 (4), 1092-1128, 2019 | 143 | 2019 |
| Exploring Quantum Machine Learning and Feature Reduction Techniques for Wind Turbine Pitch Fault Detection C Correa-Jullian, S Cofre-Martel, G San Martin, E Lopez Droguett, ... Energies 15 (8), 2792, 2022 | 14 | 2022 |
| Quantum Machine Learning for Health State Diagnosis and Prognostics GS Martín, EL Droguett 2022 Annual Reliability and Maintainability Symposium (RAMS), 1-7, 2022 | 9* | 2022 |
| Temporal Variational Auto-Encoders for Semi-Supervised Remaining Useful Life and Fault Diagnosis G San Martin, EL Droguett IEEE Access 10, 55112-55125, 2022 | 8 | 2022 |
| Quantum Fault Trees GSM Silva, T Parhizkar, EL Droguett arXiv preprint arXiv:2204.10877, 2022 | 3 | 2022 |
| Quantum Fault Trees and Minimal Cut Sets Identification GSM Silva, EL Droguett arXiv preprint arXiv:2404.05853, 2024 | | 2024 |
| Quantum Computing Optimization: Application and Benchmark in Critical Infrastructure Assessment GSM Silva, EL Droguett 2024 Annual Reliability and Maintainability Symposium (RAMS), 1-7, 2024 | | 2024 |
| Quantum-Based Combinatorial Optimization for Structural Health Monitoring Applications GSM Silva, EL Droguett arXiv preprint arXiv:2305.08738, 2023 | | 2023 |
| Quantum-Enhanced Reliability Assessment of Power Networks in Response to Wildfire Events GSM Silva, T Parhizkar, HT Nguyen, EL Droguett 2023 Annual Reliability and Maintainability Symposium (RAMS), 1-7, 2023 | | 2023 |
| Physics based deep learning model for crack propagation prognostics P Kobrich, GS Martin, EL Droguett, AO Bernardin, YZ Ayele Research Publishing Serviceseditorial@ rpsonline. com. sg, 2020 | | 2020 |
| Semi-supervised learning with temporal variational auto-encoders for the diagnosis of failure severities and the prognosis of remaining useful life GA San Martín Silva Universidad de Chile, 2020 | | 2020 |
| Modelo para identificación de modos de falla de máquinas en base a variational Auto-Encoders GA San Martín Silva Universidad de Chile, 2018 | | 2018 |
| Temporal Variational Auto-Encoders for Semi-Supervised Remaining Useful Life and Fault Diagnosis GSM Silva, EL Droguett | | |
