Sergio Cofre-Martel

Integration of deep learning and Bayesian networks for condition and operation risk monitoring of complex engineering systems

Ramin Moradi, Sergio Cofre-Martel, Enrique López Droguett et al. · Reliability Engineering & System Safety · 2022 · 85 citations

Engineering, Machine Learning, Uncertainty Quantification +11

Deep Convolutional Neural Network‐Based Structural Damage Localization and Quantification Using Transmissibility Data

Sergio Cofre-Martel, Philip Kobrich, Enrique López Droguett et al. · Shock and Vibration · 2019 · 62 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +24

Big Machinery Data Preprocessing Methodology for Data-Driven Models in Prognostics and Health Management

Sergio Cofre-Martel · MDPI (MDPI AG) · 2021 · 45 citations · Full text

Sensor Monitoring Networks, Engineering, Big Data Analytics +24

Remaining Useful Life Estimation through Deep Learning Partial Differential Equation Models: A Framework for Degradation Dynamics Interpretation Using Latent Variables

Sergio Cofre-Martel, Enrique López Droguett, Mohammad Modarres · Shock and Vibration · 2021 · 37 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +21

Exploring Quantum Machine Learning and Feature Reduction Techniques for Wind Turbine Pitch Fault Detection

Camila Correa-Jullian, Sergio Cofre-Martel, Gabriel San Martín et al. · Energies · 2022 · 33 citations · Full text

Fault Diagnosis, Engineering, Machine Learning +18