Gabriel San Martín

Deep variational auto-encoders: A promising tool for dimensionality reduction and ball bearing elements fault diagnosis

Gabriel San Martín, Enrique López Droguett, Viviana Meruane et al. · Structural Health Monitoring · 2018 · 142 citations · Full text

Computing, Computer Science, Computer Vision +14

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 · 36 citations · Full text

Computing, Computer Science, Electrical Engineering +17

Dynamic probabilistic risk assessment with K-shortest-paths planning for generating discrete dynamic event trees

Renan G. Maidana, Tarannom Parhizkar, Gabriel San Martín et al. · Reliability Engineering & System Safety · 2023 · 16 citations · Full text

Engineering, Autonomous Systems, Systems Engineering +16

Temporal Variational Auto-Encoders for Semi-Supervised Remaining Useful Life and Fault Diagnosis

Gabriel San Martín, Enrique López Droguett · IEEE Access · 2022 · 13 citations · Full text

Computing, Computer Science, Health Data Science +16

Quantum‐Based Combinatorial Optimization for Optimal Sensor Placement in Civil Structures

Gabriel San Martín, Enrique López Droguett · Structural Control and Health Monitoring · 2024 · 12 citations · Full text

Natural Sciences, Computer Science, Design Optimization +14