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Gabriel Fabien-Ouellet

Phone: (514) 340-4711 Ext. 4800 Fax: (514) 340-3981 Room: B-650
Student research project(s)

Research interests and affiliations

Research interests
  • Seismic inversion
  • Machine learning for geophysical data processing
  • Hydrogeophysics
  • Elastic properties of soil and rocks
  • High performance computing
Expertise type(s) (NSERC subjects)
  • 4304 Applied geophysics
  • 4307 Environmental geophysics
  • 2953 Wave propagation
  • 2960 Mathematical modelling


Recent publications
Journal article
Fabien-Ouellet, G. & Sarkar, R. (2020). Seismic velocity estimation: A deep recurrent neural-network approach. Geophysics, 85(1), U21-U29. Retrieved from
Conference paper
Fabien-Ouellet, G., Gloaguen, E. & Giroux, B. (2018). Seismic modeling with half precision floating point numbers. Paper presented at the 80th EAGE Conference and Exhibition 2018, Copenhagen, Denmark.
Conference paper
Fabien-Ouellet, G., Gloaguen, E. & Giroux, B. (2017). A stochastic L-BFGS approach for full-waveform inversion. Paper presented at the Society of Exploration Geopohysicists' International Exposition and 87th Annual Meeting (SEG 2017), Houston, Texas (pp. 1622-1627). Retrieved from
Conference paper
Fabien-Ouellet, G., Gloaguen, E. & Plassart, G. (2017). Integrating geophysical measurements with soil sampling for site characterization using kernel estimation. Paper presented at the Symposium on the Application of Geophysics to Engineering and Environmental Problems (SAGEEP 2017), Denver, Colorado (pp. 243-246). Retrieved from


Cours enseignés

  • GLQ3205 : Géophysique appliquée II


  • Stage post-doctoral en Géophysique - Université de Stanford
  • Doctorat en sciences de la Terre - INRS
  • Maîtrise en sciences de la Terre - Université Laval
  • Baccalauréat en physique - Université Laval
  • Baccalauréat en génie physique - Université Laval