Faculty profile
James-Alexandre Goulet
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Research
Latest funding
- $50,000
Continuously-Adaptable Machine Learning Methods for Structural Health Monitoring
NSERC · 2024 · Principal investigator
- $260,050
Développement de méthodes d'apprentissage automatique pour la détection d'anomalies à l'échelle d'un ensemble de barrages
NSERC · 2022 · Principal investigator
- $168,000
Data-driven decision support for in-service and post-hazard infrastructure management
NSERC · 2016 · Principal investigator
Continuously-Adaptable Machine Learning Methods for Structural Health Monitoring
Principal investigators: Goulet, James-Alexandre
Keywords: structural health monitoring (shm); anomaly detection; infrastructure deterioration models; time-series; probabilistic machine learning; probabilistic methods; bayesian neural networks
Développement de méthodes d'apprentissage automatique pour la détection d'anomalies à l'échelle d'un ensemble de barrages
Principal investigators: Goulet, James-Alexandre JA
Keywords: apprentissage automatique; barrages; détection d'anomalies; maintenance prédictive; méthodes bayésiennes; réseaux de neurones; sécurité des barrages; séries temporelles; suivi électronique des barrages
Data-driven decision support for in-service and post-hazard infrastructure management
Principal investigators: Goulet, James-Alexandre
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
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