Charles L. Bérubé
Ph.D.
Associate 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
Conference paper
Conference paper
Conference paper
Journal article
Poliquin, I., & Bérubé, C. L. (2026, May). A comparison between recurrent and feedforward neural networks for full-waveform TDIP denoising [Presentation]. In 8th International Induced Polarization Workshop, Saint-Alexis-des-Monts, QC, Canada.
Kenko, E. R., & Bérubé, C. L. (2026, May). A mesh-free machine learning approach for modelling microscale spectral induced polarization [Poster]. 8th International Induced Polarization Workshop, Saint-Alexis-des-Monts, QC, Canada.
Poussin, L., Bérubé, C. L., & Gervais, F. (2026, May). Anisotropic complex conductivity of the Manicouagan Reservoir lithologies: Preliminary results [Poster]. 8th International Induced Polarization Workshop, Saint-Alexis-des-Monts, QC, Canada.
Roudsari, M. S., Ghanati, R., Bérubé, C. L., & Günther, T. (2026). Bayesian reasoning for evaluating interdependence and correlation of Cole-Cole model variables in spectral induced polarization measurements. Applied Computing and Geosciences, 31, 100386 (16 pages).
See all publications (43)
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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Ph.D. Thesis (1)
- Nagasingha, L. M. (2026). Probabilistic Machine Learning for Mineral Prospectivity Modelling: Applications to Magmatic Nickel Sulphide Systems in Canada [Ph.D. thesis, Polytechnique Montréal].
- Nagasingha, L. M. (2026). Probabilistic Machine Learning for Mineral Prospectivity Modelling: Applications to Magmatic Nickel Sulphide Systems in Canada [Ph.D. thesis, Polytechnique Montréal].
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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].
- Benzetta, R. (2024). Caractérisation géoélectrique du graphite naturel et application à l'exploration minérale [Master's thesis, Polytechnique Montréal].
