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Gabriel Fabien-Ouellet
Gabriel Fabien-Ouellet
Assistant Professor in Geophysics, Polytechnique Montréal
Verified email at polymtl.ca - Homepage
Title
Cited by
Cited by
Year
Seismic velocity estimation: A deep recurrent neural-network approach
G Fabien-Ouellet, R Sarkar
Geophysics 85 (1), U21-U29, 2020
992020
Time domain viscoelastic full waveform inversion
G Fabien-Ouellet, E Gloaguen, B Giroux
Geophysical Journal International 209 (3), 1718-1734, 2017
762017
Time-domain seismic modeling in viscoelastic media for full waveform inversion on heterogeneous computing platforms with OpenCL
G Fabien-Ouellet, E Gloaguen, B Giroux
Computers & Geosciences 100, 142-155, 2017
412017
A review on applications of time-lapse electrical resistivity tomography over the last 30 years: Perspectives for mining waste monitoring
A Dimech, LZ Cheng, M Chouteau, J Chambers, S Uhlemann, ...
Surveys in Geophysics 43 (6), 1699-1759, 2022
322022
Using all seismic arrivals in shallow seismic investigations
G Fabien-Ouellet, R Fortier
Journal of Applied Geophysics 103, 31-42, 2014
172014
Low-frequency generation and denoising with recursive convolutional neural networks
G Fabien-Ouellet
SEG Technical Program Expanded Abstracts 2020, 870-874, 2020
132020
Seismic modeling and inversion using half-precision floating-point numbers
G Fabien-Ouellet
Geophysics 85 (3), F65-F76, 2020
112020
A stochastic L-BFGS approach for full-waveform inversion
G Fabien-Ouellet, E Gloaguen, B Giroux
SEG Technical Program Expanded Abstracts 2017, 1622-1627, 2017
112017
Hierarchical transfer learning for deep learning velocity model building
J Simon, G Fabien-Ouellet, E Gloaguen, I Khurjekar
Geophysics 88 (1), R79-R93, 2023
82023
The adjoint state method for the viscoelastic wave equation in the velocity-stress formulation
G Fabien-Ouellet, E Gloaguen, B Giroux
78th EAGE Conference and Exhibition 2016 2016 (1), 1-5, 2016
72016
Time-lapse seismic full waveform inversion using improved cascaded method
A Mardan, B Giroux, G Fabien-Ouellet
Second EAGE conference on seismic inversion 2022 (1), 1-5, 2022
62022
Seismic characterization of subsea permafrost: Insights from viscoelastic modeling
G Fabien-Ouellet, MJ Duchesne, J Bustamante Restrepo
SEG International Exposition and Annual Meeting, D031S029R004, 2020
62020
Projet d’acquisition de connaissances sur les eaux souterraines en Outaouais, Rapport final
G Comeau, MC Talbot Poulin, Y Tremblay, S Ayotte, J Molson, ...
Département de géologie et de génie géologique, Université Laval 148, 2013
62013
Detecting subsea permafrost layers on marine seismic data: An appraisal from forward modelling
MJ Duchesne, G Fabien‐Ouellet, J Bustamante
Near Surface Geophysics 21 (1), 3-20, 2023
52023
Velocity model building using transfer learning
J Simon, G Fabien-Ouellet, E Gloaguen, I Khurjekar, M Araya-Polo
SEG International Exposition and Annual Meeting, D011S141R004, 2021
52021
Detection of near-surface hydrocarbon seeps using P-and S-wave reflections
MJ Duchesne, AJM Pugin, G Fabien-Ouellet, M Sauvageau
Interpretation 4 (3), SH21-SH37, 2016
52016
Joint acquisition and processing of seismic reflections and surface waves in a sensitive clay deposit in the Outaouais Region (Québec), Canada
G Fabien-Ouellet, R Fortier, B Giroux
Landslides in Sensitive Clays: From Geosciences to Risk Management, 241-252, 2014
52014
Weighted-average time-lapse seismic full-waveform inversion
A Mardan, B Giroux, G Fabien-Ouellet
Geophysics 88 (1), R25-R38, 2023
42023
Generating seismic low frequencies with a deep recurrent neural network for full waveform inversion
G Fabien-Ouellet
First EAGE Conference on Seismic Inversion 2020 (1), 1-2, 2020
42020
PyFWI: A Python package for full-waveform inversion and reservoir monitoring
A Mardan, B Giroux, G Fabien-Ouellet
SoftwareX 22, 101384, 2023
32023
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