Gabriel Fabien-Ouellet
Assistant Professor
Department of Civil, Geological and Mining Engineering
Department of Civil, Geological and Mining Engineering
Areas of expertise
Applied geophysics Environmental geophysics Wave propagation Mathematical modelling
Applied geophysics Environmental geophysics Wave propagation Mathematical modelling
Research interests and affiliations
Research interests
- Seismic inversion
- Machine learning for geophysical data processing
- Hydrogeophysics
- Elastic properties of soil and rocks
- High performance computing
Affiliation(s)
Expertise type(s) (NSERC subjects)
- 4304 Applied geophysics
- 4307 Environmental geophysics
- 2953 Wave propagation
- 2960 Mathematical modelling
Publications
Recent publications
Conference paper
Conference paper
Journal article
Journal article
Szabo Som, C., Fabien-Ouellet, G., Pasquier, P., & Dimech, A. (2025, April). Geophysical Electrical Monitoring of Thermal Response Tests for Complementary Thermal Property Estimation [Abstract]. EGU General Assembly 2025, Vienna, Austria (2 pages). 
Impinna, T., Dimech, A., Fabien-Ouellet, G., Bussière, B., Bedoui, L., & Boulanger-Martel, V. (2025, April). Geophysical Multimethod Joint Analysis for Assessing Multi-Layer Covers on Mine Tailings at Two Different Scales [Abstract]. EGU General Assembly 2025, Vienna, Austria (2 pages).
Grob, H., Klaeschen, D., Riedel, M., Krastel, S., Duchesne, M. J., Restrepo, J. B., Fabien-Ouellet, G., Jin, Y. K., & Hong, J. K. (2025). Investigation of Submarine Permafrost Conditions in the Canadian Beaufort Sea Using Diving Wave Tomography. Journal of Geophysical Research Solid Earth, 130(4), 18 pages.
Mardan, A., Blouin, M., Fabien-Ouellet, G., Giroux, B., Vergniault, C., & Gendreau, J. (2024). A fine-tuning workflow for automatic first-break picking with deep learning. Near Surface Geophysics, 12316 (14 pages).
See all publications (52)
Teaching
Cours enseignés
- GLQ3205 : Géophysique appliquée II
Education
- Stage post-doctoral en Géophysique - Université de Stanford
- Doctorat en sciences de la Terre - INRS
- Maîtrise en sciences de la Terre - Université Laval
- Baccalauréat en physique - Université Laval
- Baccalauréat en génie physique - Université Laval
Supervision at Polytechnique
COMPLETED
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Ph.D. Thesis (1)
- Bustamante Restrepo, J. (2023). Advanced Seismic Processing Supported by Deep Learning for Subsea Permafrost Characterization [Ph.D. thesis, Polytechnique Montréal].
- Bustamante Restrepo, J. (2023). Advanced Seismic Processing Supported by Deep Learning for Subsea Permafrost Characterization [Ph.D. thesis, Polytechnique Montréal].
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Master's Thesis (1)
- Isabelle, A. (2022). Assimilation de données hydrogéophysiques par filtre de Kalman d'ensemble pour l'estimation de la teneur en eau en restauration minière [Master's thesis, Polytechnique Montréal].
- Isabelle, A. (2022). Assimilation de données hydrogéophysiques par filtre de Kalman d'ensemble pour l'estimation de la teneur en eau en restauration minière [Master's thesis, Polytechnique Montréal].
