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
Journal article
Journal article
Journal article
Journal article
Duchesne, M. J., Fabien-Ouellet, G., & Bustamante, J. (2023). Detecting subsea permafrost layers on marine seismic data: An appraisal from forward modeling. Near Surface Geophysics, 21(1), 3-20.
Simon, J., Fabien-Ouellet, G., Gloaguen, E., & Khurjekar, I. (2023). Hierarchical transfer learning for deep learning velocity model building. GEOPHYSICS, 88(1), R79-R93.
Mardan, A., Giroux, B., Fabien-Ouellet, G., & Saberi, M. R. (2023). Monitoring fluid saturation in reservoirs using time‐lapse full‐waveform inversion. Geophysical Prospecting, 71(6), 1012-1029.
Mardan, A., Giroux, B., & Fabien-Ouellet, G. (2023). PyFWI: A Python package for full-waveform inversion and reservoir monitoring. SoftwareX, 22, 6 pages.
See all publications (37)
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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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].
