Directory of Experts

Fabien-Ouellet, Gabriel

Directory of Experts

Fabien-Ouellet, Gabriel

Directory of Experts

Publications by type

Journal article (22) Conference paper (27) Book Book chapter (1) Patent Report Thesis Dataset (1) Teaching resource Image Audio recording Video recording Other

Gabriel Fabien-Ouellet (51)

Journal articles (22)
- 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.
Conference papers (27)
- 2025
  - 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).
- 2024
  - Mardan, A., & Fabien-Ouellet, G. (2024, June). Physics-Informed Attention-Based Neural Network for Full-Waveform Inversion [Paper]. 85th EAGE Annual Conference & Exhibition, Oslo, Norway.
  - Rodrigues, C., Fabien-Ouellet, G., & Braga, M. (2024, September). Seismic Interferometry for mining dams - a noise distribution assessment [Paper]. GeoMontreal 2024 : 77th Canadian Geotechnical Conference, Montréal, Québec (7 pages).
- 2023
  - Bustamante Restrepo, J., Fabien-Ouellet, G., Duchesne, M. J., & Ibrahim, A. (2023, June). Velocity model building with deep learning: application to subsea permafros characterization [Paper]. 84th EAGE Annual Conference & Exhibition, Vienna, Austria. Published in 84th EAGE Annual Conference & Exhibition, 2023.
- 2022
  - Mardan, A., Giroux, B., Fabien-Ouellet, G., & Reza Saberi, M. (2022, August). Direct monitoring of fluid saturation using time-lapse full-waveform inversion [Paper]. Second International Meeting for Applied Geoscience & Energy (IMAGE 2022), Houston, TX, USA.
  - Mardan, A., Giroux, B., & Fabien-Ouellet, G. (2022, June). Effects of nonrepeatability on time-lapse full-waveform [Paper]. 83rd EAGE Conference and Exhibition 2022.
  - Mardan, A., Giroux, B., & Fabien-Ouellet, G. (2022, June). Time-lapse full-waveform inversion for monitoring the fluid saturation [Paper]. 83rd EAGE Conference and Exhibition 2022, Madrid, Spain.
  - Mardan, A., Giroux, B., & Fabien-Ouellet, G. (2022, February). Time-Lapse Seismic Full Waveform Inversion Using Improved Cascaded Method [Paper]. 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. (2022, May). Using different seismic approaches to detect submarine permafrost and gas hydrates on the continental Beaufort shelf of the Canadian Arctic [Abstract]. EGU General Assembly 2022, Vienna, Austria.
- 2021
  - Shariatinik, B., Bouchedda, A., Gloaguen, E., Raymond, J., & Fabien-Ouellet, G. (2021, August). A heat tracing experiment using cross-borehole time-lapse ERT [Paper]. 27th European Meeting of Environmental and Engineering Geophysics. Published in NSG2021 27th European Meeting of Environmental and Engineering Geophysics.
  - Restrepo, J. B., Fabien-Ouellet, G., Duchesne, M. J., & Ibrahim, A. (2021, September). Filtering guided waves for characterizing subsea permafrost [Paper]. 1st International Meeting for Applied Geoscience and Energy, Denver, CO, USA.
  - Ibrahim, A., & Fabien-Ouellet, G. (2021, September). Imaging dispersion curves using sparse hybrid Radon transform [Abstract]. 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. (2021, September). Velocity model building using transfer learning [Paper]. 1st International Meeting for Applied Geoscience & Energy (IMAGE 2021). Published in SEG technical program expanded abstracts.
- 2020
  - Fabien-Ouellet, G. (2020, October). Generating seismic low frequencies with a deep recurrent neural network for full waveform inversion [Paper]. 1st EAGE Conference on Seismic Inversion (2 pages).
  - Fabien-Ouellet, G. (2020, October). Low frequency generation and denoising with recursive convolutional neural networks [Abstract]. 90th annual meeting and Exhibition of the Society of Exploration Geophysicists (SEG 2020). Published in SEG Technical Program Expanded Abstracts 2020.
  - Fabien-Ouellet, G., Duchesne, M. J., & Restrepo, J. B. (2020, October). Seismic characterization of subsea permafrost: Insights from viscoelastic modeling [Abstract]. 90th annual meeting and Exhibition of the Society of Exploration Geophysicists (SEG 2020). Published in SEG Technical Program Expanded Abstracts 2020.
- 2018
  - Biondi, B. L., Graham Clapp, R., Fabien-Ouellet, G., Huot, F., & Yuan, S. (2018, December). Impact of machine-learning algorithms and hardware on computational seismology [Abstract]. American Geophysical Union, Fall Meeting 2018, Washington, D.C..
  - Fabien-Ouellet, G., Gloaguen, E., & Giroux, B. (2018, June). Seismic modeling with half precision floating point numbers [Paper]. 80th EAGE Conference and Exhibition 2018, Copenhagen, Denmark.
- 2017
  - Fabien-Ouellet, G., Gloaguen, E., & Giroux, B. (2017, September). A stochastic L-BFGS approach for full-waveform inversion [Paper]. Society of Exploration Geophysicists' International Exposition and 87th Annual Meeting (SEG 2017), Houston, Texas.
  - Fabien-Ouellet, G., Gloaguen, E., & Giroux, B. (2017, December). CO₂ Injection monitoring by viscoelastic full waveform inversion [Paper]. AGU Fall Meeting, New Orleans, Louisiana.
  - Fabien-Ouellet, G., Gloaguen, E., & Plassart, G. (2017, March). Integrating geophysical measurements with soil sampling for site characterization using kernel estimation [Paper]. Symposium on the Application of Geophysics to Engineering and Environmental Problems (SAGEEP 2017), Denver, Colorado.
- 2016
  - Fabien-Ouellet, G., Gloaguen, E., & Giroux, B. (2016, May). The adjoint state method for the viscoelastic wave equation in the velocity-stress formulation [Paper]. 78th EAGE Conference and Exhibition 2016, Vienna, Austria.
  - Fabien-Ouellet, G., Gloaguen, E., & Giroux, B. (2016, May). Viscoelastic forward and adjoint modeling with OpenCL on heterogeneous clusters [Paper]. 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. (2015, April). Changing the scale of hydrogeophysical aquifer heterogeneity characterization [Paper]. EGU General Assembly 2015, Vienna, Austria.
- 2014
  - Fabien-Ouellet, G., & Gloaguen, E. (2014, March). Geostatistical integration of geophysical measurements for hydrogeological investigations [Abstract]. Symposium on the Application of Geophysics to Engineering and Environmental Problems (SAGEEP 2014), Boston, Massachusetts, USA.
  - Fabien-Ouellet, G., Gloaguen, E., & Giroux, B. (2014, December). Viscoelastic finite difference modeling using graphics processing units [Paper]. AGU Fall Meeting, San Francisco, USA.
Book chapters (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. In L'Heureux, J.-S., Locat, A., Leroueil, S., Demers, D., & Locat, J. (eds.), Landslides in Sensitive Clays : From Geosciences to Risk Management (Vol. 36, pp. 241-252).
Datasets (1)
- 2024
  - Tavares Rodrigues, C., Fabien-Ouellet, G., & Braga, M. (2024). Microseismic monitoring of tailings dams - signal and noise evaluation [Dataset].

Directory of Experts

Fabien-Ouellet, Gabriel

Directory of Experts

Fabien-Ouellet, Gabriel

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Publications by type

Gabriel Fabien-Ouellet (51)