 | Up a level |
Gabriel Fabien-OuelletDepartment of Civil, Geological and Mining Engineering
Profile in the Directory of Experts of Polytechnique Montréal
Collaboration networkThis graph maps the connections between all the collaborators of {}'s publications listed on this page.
Each link represents a collaboration on the same publication. The thickness of the link represents the number of collaborations.
Use the mouse wheel or scroll gestures to zoom into the graph.
You can click on the nodes and links to highlight them and move the nodes by dragging them.
Hold down the "Ctrl" key or the "⌘" key while clicking on the nodes to open the list of this person's publications.
Word cloudA word cloud is a visual representation of the most frequently used words in a text or a set of texts. The words appear in different sizes, with the size of each word being proportional to its frequency of occurrence in the text. The more frequently a word is used, the larger it appears in the word cloud. This technique allows for a quick visualization of the most important themes and concepts in a text.
In the context of this page, the word cloud was generated from the publications of the author {}. The words in this cloud come from the titles, abstracts, and keywords of the author's articles and research papers. By analyzing this word cloud, you can get an overview of the most recurring and significant topics and research areas in the author's work.
The word cloud is a useful tool for identifying trends and main themes in a corpus of texts, thus facilitating the understanding and analysis of content in a visual and intuitive way.
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. External link
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). External link
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). External link
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. External link
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. External link
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. External link
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). External link
Tavares Rodrigues, C., Fabien-Ouellet, G., & Braga, M. (2024). Microseismic monitoring of tailings dams - signal and noise evaluation [Dataset]. External link
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). External link
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). Unavailable
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. External link
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. External link
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. External link
Simon, J., Fabien-Ouellet, G., Gloaguen, E., & Khurjekar, I. (2023). Hierarchical transfer learning for deep learning velocity model building. Geophysics, 88(1), R79-R93. External link
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. External link
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). Available
Mardan, A., Giroux, B., & Fabien-Ouellet, G. (2023). PyFWI: A Python package for full-waveform inversion and reservoir monitoring. SoftwareX, 22, 6 pages. External link
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). External link
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. External link
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. External link
Mardan, A., Giroux, B., & Fabien-Ouellet, G. (2023). Weighted-average time-lapse seismic full-waveform inversion. GEOPHYSICS, 88(1), R25-R38. External link
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. Available
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. External link
Mardan, A., Giroux, B., & Fabien-Ouellet, G. (2022, June). Effects of nonrepeatability on time-lapse full-waveform [Paper]. 83rd EAGE Conference and Exhibition 2022. External link
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. External link
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. External link
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. External link
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. External link
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. External link
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. External link
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. External link
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). External link
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. External link
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. External link
Fabien-Ouellet, G. (2020). Seismic modeling and inversion using half-precision floating-point numbers. Geophysics, 85(3), F65-F76. Available
Fabien-Ouellet, G., & Sarkar, R. (2020). Seismic velocity estimation: A deep recurrent neural-network approach. Geophysics, 85(1), U21-U29. Available
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.. External link
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. External link
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. External link
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. External link
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. External link
Fabien-Ouellet, G., Gloaguen, E., & Giroux, B. (2017). Time domain viscoelastic full waveform inversion. Geophysical Journal International, 209(3), 1718-1734. External link
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. External link
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. External link
Fabien-Ouellet, G., Gloaguen, E., & Giroux, B. (2017, December). CO₂ Injection monitoring by viscoelastic full waveform inversion [Paper]. AGU Fall Meeting, New Orleans, Louisiana. Unavailable
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. External link
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. External link
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. External link
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. External link
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). External link
Fabien-Ouellet, G., & Fortier, R. (2014). Using all seismic arrivals in shallow seismic investigations. Journal of Applied Geophysics, 103, 31-42. External link
Fabien-Ouellet, G., Gloaguen, E., & Giroux, B. (2014, December). Viscoelastic finite difference modeling using graphics processing units [Paper]. AGU Fall Meeting, San Francisco, USA. Unavailable
