Department of Civil, Geological and Mining Engineering
Mathematical geology Stochastic processes Groundwater Algorithms Modelling, simulation
Research interests and affiliations
Geostatistics, Stochastic hydrogeology, Facies modeling, Machine Learning
- Groupe de recherche en géothermie et hydrogéologie, Member
- Research Institute on Mines and the Environment (RIME) UQAT-Polytechnique, Member
- 4504 Groundwater
- 2203 Modelling, simulation
- 1400 MINING AND MINERAL PROCESSING
- 3007 Stochastic processes
- 2800 ARTIFICIAL INTELLIGENCE (Computer Vision, use 2603)
Publications
Biography
My research interests include stochastic subsurface modeling using geostatistical methods and machine learning, as well as solving inverse problems in hydrogeology. I am currently focusing on developing new geostatistical algorithms to produce accurate subsurface geological models with applications in hydrogeology and geotechnics. I am also working on surrogate modeling by combining deep learning with geostatistical algorithms for groundwater flow simulations. My work aims to reduce uncertainties associated with subsurface modeling, thereby helping engineers and specialists make decisions that effectively mitigate economic, environmental, and social risks.
Teaching
Cours enseignés
- GLQ3401 : Géostatistique et géologie minières
- GLQ3651 : Géologie minière
- GML6402A : Géostatistique
Education
- Stage post-doctoral en Modélisation de systèmes Karstiques - Université de Neuchâtel - CHYN - Pr. Philippe Renard
- Stage post-doctoral en Prospectivité minérale - INRS - Pr. Erwan Gloaguen
- Doctorat en génie minéral - Polytechnique Montréal - Pr. Denis Marcotte
- Baccalauréat en génie géologique - Polytechnique Montréal
Supervision at Polytechnique
IN PROGRESS
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Ph.D. (1)
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Tagne Nkounga, Innocent Boris. Automatic modeling of the subsurface using geostatistical methods for geotechnical applications.
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Master (thesis) (1)
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Brisebois, Olivier.
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