A novel deep capsule neural network for remaining useful life estimation A Ruiz-Tagle Palazuelos, EL Droguett, R Pascual Proceedings of the Institution of Mechanical Engineers, Part O: Journal of …, 2020 | 72 | 2020 |
Exploiting the capabilities of Bayesian networks for engineering risk assessment: Causal reasoning through interventions A Ruiz‐Tagle, E Lopez Droguett, KM Groth Risk Analysis 42 (6), 1306-1324, 2022 | 27 | 2022 |
A quantitative risk assessment of hydrogen fuel cell forklifts A Al-Douri, A Ruiz-Tagle, KM Groth International Journal of Hydrogen Energy 48 (50), 19340-19355, 2023 | 26 | 2023 |
BaNTERA: a Bayesian network for third-party excavation risk assessment A Ruiz-Tagle, AD Lewis, CA Schell, E Lever, KM Groth Reliability Engineering & System Safety 223, 108507, 2022 | 18 | 2022 |
System-level prognostics and health management: A graph convolutional network–based framework A Ruiz-Tagle Palazuelos, EL Droguett Proceedings of the Institution of Mechanical Engineers, Part O: Journal of …, 2021 | 17 | 2021 |
A novel probabilistic approach to counterfactual reasoning in system safety A Ruiz-Tagle, E Lopez-Droguett, KM Groth Reliability Engineering & System Safety 228, 108785, 2022 | 13 | 2022 |
Toward a framework for risk monitoring of complex engineering systems with online operational data: A deep learning-based solution R Moradi, A Ruiz-Tagle Palazuelos, E Lopez Droguett, KM Groth Proceedings of the Institution of Mechanical Engineers, Part O: Journal of …, 2023 | 9 | 2023 |
Research gaps in quantitative risk assessment (QRA) of hydrogen transmission pipelines R Yang, CA Schell, A Ruiz-Tagle, V Grabovetska, AJ Gupta, KM Groth International Journal of Hydrogen Energy 71, 916-929, 2024 | 8 | 2024 |
Comparing the risk of third-party excavation damage between natural gas and hydrogen pipelines A Ruiz-Tagle, KM Groth International Journal of Hydrogen Energy 57, 107-120, 2024 | 7 | 2024 |
A Framework to Extrapolate and Evaluate Human Reliability Causal Models from Event Report Narratives A Ruiz-Tagle, VP Paglioni, E Lopez-Droguett, KM Groth 2021 International Topical Meeting on Probabilistic Safety Assessment and …, 2021 | 3 | 2021 |
WISE: A Probabilistic Wildfire Safe Egress Planning Framework and Software Platform M Pishahang, A Ruiz-Tagle, EL Droguett, M Ramos, A Mosleh Proceedings to PSAM 2022, 2022 | 2 | 2022 |
Integrating Human Behavior Modeling into a Probabilistic Wildfire Egress Planning Framework M Ramos, M Pishahang, A Palazuelos, EAL Droguett, A Mosleh Proceedings of the probabilistic Safety Assessment and Management PSAM 16, 2022 | 2 | 2022 |
Exploiting Causal Reasoning to Improve the Quantitative Risk Assessment of Engineering Systems through Interventions and Counterfactuals A Ruiz-Tagle | 1 | 2023 |
System-level prognostics and health management: a graph neural network based framework AA Ruiz-Tagle Palazuelos Universidad de Chile, 2019 | 1 | 2019 |
A Bayesian agent-based model and software for wildfire safe evacuation planning and management M Pishahang, A Ruiz-Tagle, MA Ramos, EL Droguett, A Mosleh Proceedings of the Institution of Mechanical Engineers, Part O: Journal of …, 2024 | | 2024 |
Construction and Verification of a Bayesian Network for Third-Party Excavation Risk Assessment (BaNTERA) CA Schell, A Ruiz-Tagle, AD Lewis, KM Groth Probabilistic Safety Assessment and Management (PSAM16), 2022 | | 2022 |
A System-Level Prognostics and Health Management Framework Based on Graph Convolutional Neural Networks A Ruiz-Tagle, KM Groth, EL Droguett | | 2020 |