Charles L. Bérubé
Ph.D.
Assistant Professor
Department of Civil, Geological and Mining Engineering
Department of Civil, Geological and Mining Engineering
Primary sphere of excellence in research
Energy, Water and, Resources
Energy, Water and, Resources
Secondary sphere(s) of excellence in research
Environment, Economy, and Society Modeling and Artificial Intelligence
Environment, Economy, and Society Modeling and Artificial Intelligence
Research interests and affiliations
Research interests
- Mineral exploration
- Electromagnetic properties of rocks and soils
- Geophysical inversion
- Applied machine learning
- Quantitative mineralogy and computer vision
Expertise type(s) (NSERC subjects)
- 4304 Applied geophysics
- 4101 Cartography and geomatics
- 4306 Mineral physics
Publications
Recent publications
Journal article
Journal article
Journal article
Journal article
Nagasingha, L. M. A., Bérubé, C. L., & Lawley, C. J. M. (2024). A balanced mineral prospectivity model of Canadian magmatic Ni (± Cu ± Co ± PGE) sulphide mineral systems using conditional variational autoencoders. Ore Geology Reviews, 175, 106329 (17 pages).
Bérubé, C. L., & Gagnon, J.-L. (2024). Anisotropic induced polarization modeling with neural networks and effective medium theory. Geophysics, 1-68.
Roudsari, M. S., Ghanati, R., & Bérubé, C. L. (2024). Spectral Induced Polarization Tomography Inversion: Hybridizing Homotopic Continuation with Bayesian Inversion. Geophysics, 0644.1.
Khabaz, Z. T., Ghanati, R., & Bérubé, C. L. (2024). Uncertainty quantification in electrical resistivity tomography inversion: Hybridizing block-wise bootstrapping with geostatistics. Geophysical journal international, 239(3), 1576-1596.
See all publications (34)
Biography
2014 – 2018 | Doctoral researcher, CMIC Exploration Footprints Network (Polymtl)
2018 – 2020 | Research and development specialist (Goldspot Discoveries Corp.)
2021 – | Assistant professor (Polymtl)
Teaching
Online course notes
Education
- Baccalauréat en physique (Université de Montréal)
- Doctorat en génie minéral (Polytechnique Montréal)
Supervision at Polytechnique
COMPLETED
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Master's Thesis (1)
- Benzetta, R. (2024). Caractérisation géoélectrique du graphite naturel et application à l'exploration minérale [Master's thesis, Polytechnique Montréal].
