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Lauzon, D., & Gloaguen, E. (2024). Quantifying uncertainty and improving prospectivity mapping in mineral belts using transfer learning and Random Forest: A case study of copper mineralization in the Superior Craton Province, Quebec, Canada. Ore Geology Reviews, 166, 105918 (16 pages). Available
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
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
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
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., 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
Yrro, B. J. F., Chouteau, M. C., Gloaguen, E., Gulbrandsen, M. L., Minsley, B., Jørgensen, F., Bach, T., Hansen, T. M., Fadaifard, H., Vásquez, G., Arréllaga, J. A., & Davis, A. (2016, March). Near Surface Data Analysis [Paper]. Symposium on the Application of Geophysics to Engineering ad Environmental Problems (SAGEEP 2016), Denver, Colorado, USA. Published in Symposium on the Application of Geophysics to Engineering and Environmental Problems 2000. 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
Yrro, F. B. J., Chouteau, M. C., & Gloaguen, E. (2016, March). A method for integrating ground and heliborne time-domain electromagnetic data using a gradual deformation method over St-Lawrence lowlands (Québec, Canada) [Paper]. 29th Annual Symposium on the Application of Geophysics to Engineering and Environmental Problems (SAGEEP 2016), Denver, CO. 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., Gloaguen, E., & Giroux, B. (2014, December). Viscoelastic finite difference modeling using graphics processing units [Paper]. AGU Fall Meeting, San Francisco, USA. Unavailable
Dubreuil-Boisclair, C., Gloaguen, E., Bellefleur, G., & Marcotte, D. (2012). Non-Gaussian Gas Hydrate Grade Simulation at the Mallik Site, Mackenzie Delta, Canada. Marine and Petroleum Geology, 35(1), 20-27. External link
Dubreuil-Boisclair, C., Gloaguen, E., Bellefleur, G., & Marcotte, D. (2012, November). Stochastic connectivity analysis and volume estimation at the Mallik gas hydrate reservoir, Mackenzie Delta, Canada [Abstract]. 82nd SEG International Exposition (SEG 2012), Las Vegas, NV. External link
Dubreuil-Boisclair, C., Gloaguen, E., Bellefleur, G., & Marcotte, D. (2012). Stochastic volume estimation and connectivity analysis at the Mallik gas hydrate field, Northwest Territories, Canada. Leading Edge, 31(9), 1076-1081. External link
Dubreuil-Boisclair, C., Gloaguen, E., Marcotte, D., & Giroux, B. (2011). Heterogeneous aquifer characterization from ground-penetrating radar tomography and borehole hydrogeophysical data using nonlinear Bayesian simulations. Geophysics, 76(4), J13-J25. External link
Gloaguen, E., Marcotte, D., Chouteau, M. C., & Perroud, H. (2005). Borehole radar velocity inversion using cokriging and cosimulation. Journal of Applied Geophysics, 57(4), 242-259. External link
Gloaguen, E. (2004). Reconstruction des images bidimensionnelles de levés de radar géologique en forage [Ph.D. thesis, École Polytechnique de Montréal]. Unavailable
Gloaguen, E., Chouteau, M. C., & Marcotte, D. (2002, April). A new pseudo-3D GPR data method for hydraulic conductivity estimation over an unconfined aquifer [Paper]. GPR 2002: Ninth International Conference on Ground Penetrating Radar, Santa Barbara, Ca., USA. External link
Gloaguen, E. (2000). Détermination des propriétés hydrogéologiques de l'aquifère de lachenaie par géoradar et polarisation spontanée [Master's thesis, École Polytechnique de Montréal]. Available