Répertoire des expertises

Fabien-Ouellet, Gabriel

Répertoire des expertises

Fabien-Ouellet, Gabriel

Répertoire des expertises

Publications par type

Article de revue (23) Communication de conférence (27) Livre Chapitre de livre (1) Brevet Rapport Thèse Ensemble de données (1) Ressource pédagogique Image Enregistrement audio Enregistrement vidéo Autre

Gabriel Fabien-Ouellet (52)

Articles de revue (23)
- 2025
  - 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.
- 2024
  - 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).
  - Bustamante, J., Fabien-Ouellet, G., Duchesne, M. J., & Ibrahim, A. (2024). Deep-learning viscoelastic seismic inversion for mapping subsea permafrost. GEOPHYSICS, 89(4), R339-R353.
  - Dimech, A., Bussière, B., Cheng, L., Chouteau, M., Fabien-Ouellet, G., Chevé, N., Isabelle, A., Wilkinson, P., Meldrum, P., & Chambers, J. (2024). Monitoring moisture dynamics in multi-layer cover systems for mine tailings reclamation using autonomous and remote time-lapse electrical resistivity tomography. Canadian Geotechnical Journal.
  - Simon, J., Fabien-Ouellet, G., & Gloaguen, E. (2024). Quality control in deep learning and confidence quantification: Seismic velocity regression through classification. Computers & Geosciences, 184, 105534 (9 pages).
- 2023
  - Dimech, A., Isabelle, A., Sylvain, K., Liu, C., Cheng, L.Z., Bussière, B., Chouteau, M. C., Fabien-Ouellet, G., Bérubé, C., Wilkinson, P., Meldrum, P., & Chambers, J. (2023). A multiscale accuracy assessment of moisture content predictions using time-lapse electrical resistivity tomography in mine tailings. Scientific Reports, 13, 20922 (25 pages).
  - 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.
  - Shariatinik, B., Gloaguen, E., Raymond, J., Boutin, L.-C., & Fabien-Ouellet, G. (2023). ERT Data Assimilation to Characterize Aquifer Hydraulic Conductivity Heterogeneity through a Heat-tracing Experiment. Near Surface Geophysics, 26 pages.
  - 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.
  - Grob, H., Riedel, M., Duchesne, M. J., Krastel, S., Bustamante, J., Fabien-Ouellet, G., Jin, Y. K., & Hong, J. K. (2023). Revealing the Extent of Submarine Permafrost and Gas Hydrates in the Canadian Arctic Beaufort Sea Using Seismic Reflection Indicators. Geochemistry Geophysics Geosystems, 24(5), e2023GC010 (22 pages).
  - Nasr, M., Giroux, B., Fabien-Ouellet, G., Vergniault, C., & Simon, C. (2023). Robust quantitative estimation of the seismic attenuation from shallow geotechnical borehole VSP data. Geophysics.
  - Bustamante, J., Fabien-Ouellet, G., Duchesne, M. J., & Ibrahim, A. (2023). Understanding seismic velocity variations of subsea permafrost: A sensitivity study. Geophysics, 88(5), R655-R669.
  - Mardan, A., Giroux, B., & Fabien-Ouellet, G. (2023). Weighted-average time-lapse seismic full-waveform inversion. GEOPHYSICS, 88(1), R25-R38.
- 2022
  - Dimech, A., Cheng, L. Z., Chouteau, M. C., Chambers, J., Uhlemann, S., Wilkinson, P., Meldrum, P., Mary, B., Fabien-Ouellet, G., & Isabelle, A. (2022). A review on applications of time-lapse electrical resistivity tomography over the last 30 years : Perspectives for mining waste monitoring. Surveys in Geophysics, 43(6), 1699-1759.
- 2020
  - Fabien-Ouellet, G. (2020). Seismic modeling and inversion using half-precision floating-point numbers. Geophysics, 85(3), F65-F76.
  - Fabien-Ouellet, G., & Sarkar, R. (2020). Seismic velocity estimation: A deep recurrent neural-network approach. Geophysics, 85(1), U21-U29.
- 2017
  - Fabien-Ouellet, G., Gloaguen, E., & Plassart, G. (2017). Integrating geophysics and soil sampling for site characterization: a kernel approach. Journal of Environmental & Engineering Geophysics, 22(3), 305-308.
  - Fabien-Ouellet, G., Gloaguen, E., & Giroux, B. (2017). Time-domain seismic modeling in viscoelastic media for full waveform inversion on heterogeneous computing platforms with OpenCL. Computers & Geosciences, 100, 142-155.
  - Fabien-Ouellet, G., Gloaguen, E., & Giroux, B. (2017). Time domain viscoelastic full waveform inversion. Geophysical Journal International, 209(3), 1718-1734.
- 2016
  - Duchesne, M. J., Pugin, A. J. M., Fabien-Ouellet, G., & Sauvageau, M. (2016). Detection of near-surface hydrocarbon seeps using P- and S-wave reflections. Interpretation, 4(3), SH21-SH37.
- 2014
  - Fabien-Ouellet, G., & Fortier, R. (2014). Using all seismic arrivals in shallow seismic investigations. Journal of Applied Geophysics, 103, 31-42.
Communications de conférence (27)
- 2025
  - Szabo Som, C., Fabien-Ouellet, G., Pasquier, P., & Dimech, A. (avril 2025). Geophysical Electrical Monitoring of Thermal Response Tests for Complementary Thermal Property Estimation [Résumé]. EGU General Assembly 2025, Vienna, Austria (2 pages).
  - Impinna, T., Dimech, A., Fabien-Ouellet, G., Bussière, B., Bedoui, L., & Boulanger-Martel, V. (avril 2025). Geophysical Multimethod Joint Analysis for Assessing Multi-Layer Covers on Mine Tailings at Two Different Scales [Résumé]. EGU General Assembly 2025, Vienna, Austria (2 pages).
- 2024
  - Mardan, A., & Fabien-Ouellet, G. (juin 2024). Physics-Informed Attention-Based Neural Network for Full-Waveform Inversion [Communication écrite]. 85th EAGE Annual Conference & Exhibition, Oslo, Norway.
  - Rodrigues, C., Fabien-Ouellet, G., & Braga, M. (septembre 2024). Seismic Interferometry for mining dams - a noise distribution assessment [Communication écrite]. GeoMontreal 2024 : 77th Canadian Geotechnical Conference, Montréal, Québec (7 pages).
- 2023
  - Bustamante Restrepo, J., Fabien-Ouellet, G., Duchesne, M. J., & Ibrahim, A. (juin 2023). Velocity model building with deep learning: application to subsea permafros characterization [Communication écrite]. 84th EAGE Annual Conference & Exhibition, Vienna, Austria. Publié dans 84th EAGE Annual Conference & Exhibition, 2023.
- 2022
  - Mardan, A., Giroux, B., Fabien-Ouellet, G., & Reza Saberi, M. (août 2022). Direct monitoring of fluid saturation using time-lapse full-waveform inversion [Communication écrite]. Second International Meeting for Applied Geoscience & Energy (IMAGE 2022), Houston, TX, USA.
  - Mardan, A., Giroux, B., & Fabien-Ouellet, G. (juin 2022). Effects of nonrepeatability on time-lapse full-waveform [Communication écrite]. 83rd EAGE Conference and Exhibition 2022.
  - Mardan, A., Giroux, B., & Fabien-Ouellet, G. (juin 2022). Time-lapse full-waveform inversion for monitoring the fluid saturation [Communication écrite]. 83rd EAGE Conference and Exhibition 2022, Madrid, Spain.
  - Mardan, A., Giroux, B., & Fabien-Ouellet, G. (février 2022). Time-Lapse Seismic Full Waveform Inversion Using Improved Cascaded Method [Communication écrite]. Second EAGE Conference on Seismic Inversion, Porto, Portugal.
  - Grob, H., Riedel, M., Duchesne, M. J., Krastel, S., Bustamante Restrepo, J., Fabien-Ouellet, G., Kläschen, D., Preine, J., Jin, Y. K., & Kuk Hong, J. (mai 2022). Using different seismic approaches to detect submarine permafrost and gas hydrates on the continental Beaufort shelf of the Canadian Arctic [Résumé]. EGU General Assembly 2022, Vienna, Austria.
- 2021
  - Shariatinik, B., Bouchedda, A., Gloaguen, E., Raymond, J., & Fabien-Ouellet, G. (août 2021). A heat tracing experiment using cross-borehole time-lapse ERT [Communication écrite]. 27th European Meeting of Environmental and Engineering Geophysics. Publié dans NSG2021 27th European Meeting of Environmental and Engineering Geophysics.
  - Restrepo, J. B., Fabien-Ouellet, G., Duchesne, M. J., & Ibrahim, A. (septembre 2021). Filtering guided waves for characterizing subsea permafrost [Communication écrite]. 1st International Meeting for Applied Geoscience and Energy, Denver, CO, USA.
  - Ibrahim, A., & Fabien-Ouellet, G. (septembre 2021). Imaging dispersion curves using sparse hybrid Radon transform [Résumé]. 1st International Meeting for Applied Geoscience & Energy (IMAGE 2021), Denver, Colorado, USA and Online.
  - Simon, J., Fabien-Ouellet, G., Gloaguen, E., Khurjekar, I., & Araya-Polo, M. (septembre 2021). Velocity model building using transfer learning [Communication écrite]. 1st International Meeting for Applied Geoscience & Energy (IMAGE 2021). Publié dans SEG technical program expanded abstracts.
- 2020
  - Fabien-Ouellet, G. (octobre 2020). Generating seismic low frequencies with a deep recurrent neural network for full waveform inversion [Communication écrite]. 1st EAGE Conference on Seismic Inversion (2 pages).
  - Fabien-Ouellet, G. (octobre 2020). Low frequency generation and denoising with recursive convolutional neural networks [Résumé]. 90th annual meeting and Exhibition of the Society of Exploration Geophysicists (SEG 2020). Publié dans SEG Technical Program Expanded Abstracts 2020.
  - Fabien-Ouellet, G., Duchesne, M. J., & Restrepo, J. B. (octobre 2020). Seismic characterization of subsea permafrost: Insights from viscoelastic modeling [Résumé]. 90th annual meeting and Exhibition of the Society of Exploration Geophysicists (SEG 2020). Publié dans SEG Technical Program Expanded Abstracts 2020.
- 2018
  - Biondi, B. L., Graham Clapp, R., Fabien-Ouellet, G., Huot, F., & Yuan, S. (décembre 2018). Impact of machine-learning algorithms and hardware on computational seismology [Résumé]. American Geophysical Union, Fall Meeting 2018, Washington, D.C..
  - Fabien-Ouellet, G., Gloaguen, E., & Giroux, B. (juin 2018). Seismic modeling with half precision floating point numbers [Communication écrite]. 80th EAGE Conference and Exhibition 2018, Copenhagen, Denmark.
- 2017
  - Fabien-Ouellet, G., Gloaguen, E., & Giroux, B. (septembre 2017). A stochastic L-BFGS approach for full-waveform inversion [Communication écrite]. Society of Exploration Geophysicists' International Exposition and 87th Annual Meeting (SEG 2017), Houston, Texas.
  - Fabien-Ouellet, G., Gloaguen, E., & Giroux, B. (décembre 2017). CO₂ Injection monitoring by viscoelastic full waveform inversion [Communication écrite]. AGU Fall Meeting, New Orleans, Louisiana.
  - Fabien-Ouellet, G., Gloaguen, E., & Plassart, G. (mars 2017). Integrating geophysical measurements with soil sampling for site characterization using kernel estimation [Communication écrite]. Symposium on the Application of Geophysics to Engineering and Environmental Problems (SAGEEP 2017), Denver, Colorado.
- 2016
  - Fabien-Ouellet, G., Gloaguen, E., & Giroux, B. (mai 2016). The adjoint state method for the viscoelastic wave equation in the velocity-stress formulation [Communication écrite]. 78th EAGE Conference and Exhibition 2016, Vienna, Austria.
  - Fabien-Ouellet, G., Gloaguen, E., & Giroux, B. (mai 2016). Viscoelastic forward and adjoint modeling with OpenCL on heterogeneous clusters [Communication écrite]. 78th EAGE Conference and Exhibition 2016, Vienna, Austria.
- 2015
  - Paradis, D., Tremblay, L., Ruggeri, P., Brunet, P., Fabien-Ouellet, G., Gloaguen, E., Holliger, K., Irving, J., Molson, J., & Lefebvre, R. (avril 2015). Changing the scale of hydrogeophysical aquifer heterogeneity characterization [Communication écrite]. EGU General Assembly 2015, Vienna, Austria.
- 2014
  - Fabien-Ouellet, G., & Gloaguen, E. (mars 2014). Geostatistical integration of geophysical measurements for hydrogeological investigations [Résumé]. Symposium on the Application of Geophysics to Engineering and Environmental Problems (SAGEEP 2014), Boston, Massachusetts, USA.
  - Fabien-Ouellet, G., Gloaguen, E., & Giroux, B. (décembre 2014). Viscoelastic finite difference modeling using graphics processing units [Communication écrite]. AGU Fall Meeting, San Francisco, USA.
Chapitres de livre (1)
- 2014
  - Fabien-Ouellet, G., Fortier, R., & Giroux, B. (2014). Joint acquisition and processing of seismic reflections and surface waves in a sensitive clay deposit in the Outaouais Region (Québec), Canada. Dans L'Heureux, J.-S., Locat, A., Leroueil, S., Demers, D., & Locat, J. (édit.), Landslides in Sensitive Clays : From Geosciences to Risk Management (Vol. 36, p. 241-252).
Ensembles de données (1)
- 2024
  - Tavares Rodrigues, C., Fabien-Ouellet, G., & Braga, M. (2024). Microseismic monitoring of tailings dams - signal and noise evaluation [Ensemble de données].

Répertoire des expertises

Fabien-Ouellet, Gabriel

Répertoire des expertises

Fabien-Ouellet, Gabriel

Vous êtes ici

Publications par type

Gabriel Fabien-Ouellet (52)