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).
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Bérubé, Charles L.

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Bérubé, Charles L.
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Article de revue (15)
Communication de conférence (18)
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Charles L. Bérubé (34)
- Articles de revue (15)
- 2024
Article de revue Article de revue Bérubé, C. L., & Gagnon, J.-L. (2024). Anisotropic induced polarization modeling with neural networks and effective medium theory. Geophysics, 1-68.Article de revue Roudsari, M. S., Ghanati, R., & Bérubé, C. L. (2024). Spectral Induced Polarization Tomography Inversion: Hybridizing Homotopic Continuation with Bayesian Inversion. Geophysics, 0644.1.Article de revue 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.
- 2023
Article de revue Bérubé, C. L., & Baron, F. (2023). Bayesian inference of petrophysical properties with generative spectral induced polarization models. Geophysics, 88(3), E79-E90.
- 2022
Article de revue Bérubé, C. L., & Bérubé, P. (2022). Data-driven modeling of time-domain induced polarization. GEOPHYSICS, 87(3), E135-E146.
- 2020
Article de revue Khajehnouri, Y., Chouteau, M. C., Rivard, P., & Bérubé, C. L. (2020). Non-destructive non-invasive assessment of the development of alkali-silica reaction in concrete by spectral induced polarization: Evaluation of the complex electrical properties. Construction and Building Materials, 238, 16 pages.Article de revue Khajehnouri, Y., Rivard, P., Chouteau, M. C., & Bérubé, C. L. (2020). Validation of complex electrical properties of concrete affected by accelerated alkali-silica reaction. Cement and Concrete Composites, 113, 16 pages.
- 2019
Article de revue Khajehnouri, Y., Chouteau, M. C., Rivard, P., & Bérubé, C. L. (2019). Measuring electrical properties of mortar and concrete samples using the spectral induced polarization method: laboratory set-up. Construction and Building Materials, 210, 1-12.Article de revue Bérubé, C. L., Olivo, G. R., Chouteau, M. C., & Perrouty, S. (2019). Mineralogical and textural controls on spectral induced polarization signatures of the Canadian Malartic gold deposit: Applications to mineral exploration. GEOPHYSICS, 84(2), B135-B151.Article de revue Mir, R., Perrouty, S., Astic, T., Bérubé, C. L., & Smith, R. S. (2019). Structural complexity inferred from anisotropic resistivity: Example from airborne EM and compilation of historical resistivity/induced polarization data from the gold-rich Canadian Malartic district, Québec, Canada. Geophysics, 84(2), B153-B167.Article de revue Lypaczewski, P., Rivard, B., Gaillard, N., Perrouty, S., Piette-Lauziere, N., Bérubé, C. L., & Linnen, R. L. (2019). Using hyperspectral imaging to vector towards mineralization at the Canadian Malartic gold deposit, Québec, Canada. Ore Geology Reviews, 111, 15 pages.
- 2018
Article de revue Bérubé, C. L., Olivo, G. R., Chouteau, M. C., Perrouty, S., Shamsipour, P., Enkin, R. J., Morris, W. A., Feltrin, L., & Thiémonge, R. (2018). Predicting rock type and detecting hydrothermal alteration using machine learning and petrophysical properties of the Canadian Malartic ore and host rocks, Pontiac Subprovince, Québec, Canada. Ore Geology Reviews, 96, 130-145.
- 2017
Article de revue Bérubé, C. L., Chouteau, M. C., Shamsipour, P., Enkin, R. J., & Olivo, G. R. (2017). Bayesian inference of spectral induced polarization parameters for laboratory complex resistivity measurements of rocks and soils. Computers & Geosciences, 105, 51-64.Article de revue Perrouty, S., Gaillard, N., Piette-Lauzière, N., Mir, R., Bardoux, M., Olivo, G. R., Linnen, R. L., Bérubé, C. L., Lypaczewski, P., Guilmette, C., Feltrin, L., & Morris, W. A. (2017). Structural setting for Canadian Malartic style of gold mineralization in the Pontiac Subprovince, south of the Cadillac Larder Lake Deformation Zone, Québec, Canada. Ore Geology Reviews, 84, 185-201.
- 2024
- Communications de conférence (18)
- 2023
Communication de conférence Bérubé, C. L., & Benzetta, R. (avril 2023). Discretization-free debye decomposition of spectral induced data [Présentation]. Dans 35th Symposium on the Application of Geophysics to Engineering and Environmental Problems (SAGEEP) & 2nd Munitions Response Meeting, New Orleans, Louisiana USA.Communication de conférence Bérubé, C. L., Bouzaglou, V., & Hall, L. (novembre 2023). Segmentation d'orthophotos pour faciliter la planification des campagnes d'exploration sur le terrain [Résumé]. Québec Mines + Énergie, Québec, Québec, Canada.
- 2022
Communication de conférence Bérubé, C. L., & Baron, F. (juin 2022). Data-driven sensitivity analysis of mechanistic induced polarization models [Communication écrite]. 6th International Meeting on Induced Polarization (IP 2022), Annecy, France.
- 2021
Communication de conférence Bérubé, C. L., & Bérubé, P. (novembre 2021). Application des auto-encodeurs au débruitage des mesures géoélectriques en exploration minérale [Communication écrite]. 2021 Québec Mines + Énergie.
- 2019
Communication de conférence Beaudry, C., & Bérubé, C. L. (septembre 2019). Does governmental support help Canadian firms surmount obstacles to innovation and be more innovative? [Communication écrite]. Technology Transfert Society annual Conference, Toronto, ON, Canada.Communication de conférence Bérubé, C. L. (mars 2019). Improving geological mapping with airborne geophysics and semi-supervised machine learning [Résumé]. PDAC Exploration Insights, Toronto, Canada.
- 2017
Communication de conférence Lesher, M., Hannington, M., Galley, A., Ansdell, K., Astic, T., Banerjee, N., Beauchamp, S., Beaudoin, G., Bertelli, M., Bérubé, C. L., Chouteau, M. C., & Grenon, C. (octobre 2017). Integrated Multi-Parameter Exploration Footprints of the Canadian Malartic Disseminated Au, McArthur River-Millennium Unconformity U, and Highland Valley Porphyry Cu Deposits: Preliminary Results from the NSERC-CMIC Mineral Exploration Footprints Research Network [Communication écrite]. Sixth Decennial International Conference on Mineral Exploration, Toronto, Canada.Communication de conférence Perrouty, S., Linnen, R. L., Gaillard, N., Clark, J. R., Bérubé, C. L., Lypaczewski, P., Mir, R., Olivio, G. R., Lesher, C. M., Piercey, S. J., Williams-Jones, A. E., Chouteau, M. C., Rivard, B., & Enkin, R. J. (août 2017). Integrated multi-parameter footprint of the Canadian Malartic gold deposit, Québec, Canada [Communication écrite]. 14th SGA Biennial Meeting, Québec, Québec.Communication de conférence Bérubé, C. L., Chouteau, M. C., Olivo, G., Perrouty, S., Shamsipour, P., & Enkin, R. (mars 2017). Spectral induced polarization signatures of altered metasedimentary rocks from the Canadian Malartic gold deposit bravo zone, Québec, Canada [Communication écrite]. Symposium on the Application of Geophysics to Engineering and Environmental Problems (SAGEEP 2017), Denver.Communication de conférence Bérubé, C. L., Chouteau, M. C., Olivo, G., Perrouty, S., Linnen, R. L., Enkin, R., Shamsipour, P., Lypaczewski, O., Gaillard, N., & Piette-Lauzière, N. (mars 2017). Spectral induced polarization signatures of altered metasedimentary rocks of the Canadian Malartic gold deposit Bravo zone, Quebec, Canada [Résumé]. PDAC-SEG Student Minerals Colloquium, Toronto, Canada.
- 2016
Communication de conférence Bérubé, C. L., Chouteau, M. C., & Olivo, G. R. (juin 2016). Bayesian inference of spectral induced polarization parameters at the Canadian Malartic disseminated gold deposit [Communication écrite]. 4th International Workshop on Induced Polarization, Aarhus, Denmark.Communication de conférence Bérubé, C. L., Chouteau, M. C., Shamsipour, P., & Olivo, G. R. (avril 2016). BISIP I: A program for Bayesian inference of spectral induced polarization parameters, and application to mineral exploration at the Canadian Malartic gold deposit, Québec, CA [Communication écrite]. EGU General Assembly 2016, Vienna, Austria.Communication de conférence Bérubé, C. L., Perrouty, S., Lypaczewski, P., Chouteau, M. C., Olivo, G. R., Shamsipour, P., Enkin, R. J., & Linnen, R. L. (mars 2016). Outcrop-scale physical properties mapping and integration of multidisciplinary mineral exploration data from the Canadian Malartic gold deposit Bravo zone, Québec, Canada [Résumé]. PDAC-SEG Student Minerals Colloquium, Toronto, Canada.
- 2015
Communication de conférence Bérubé, C. L., Chouteau, M. C., Olivo, G. R., Perrouty, S., Linnen, R. L., Enkin, R. J., El Goumi, N., & Wares, R. P. (mars 2015). Physical properties of the Canadian Malartic ore body and host rock [Résumé]. PDAC-SEG Student Minerals Colloquium, Toronto, Canada.
- 2014
Communication de conférence Blacklock, N., Olivo, G. R., Enkin, R. J., Bérubé, C. L., Chouteau, M. C., Perrouty, S., Linnen, R. L., El Goumi, N., & Wares, R. P. (mars 2014). Integration of Mineralogy and Rock Physics Properties Applied to the Footprint of the Canadian Malartic Gold Deposit [Résumé]. PDAC-SEG Student Minerals Colloquium, Toronto, Canada.Communication de conférence Bérubé, C. L., Chouteau, M. C., Olivo, G. R., Perrouty, S., Linnen, R. L., Enkin, R. J., El Goumi, N., & Wares, R. P. (mai 2014). Physical properties of the Canadian Malartic ore body and host rock: preliminary results [Résumé]. GAC-MAC Joint Annual Meeting, Fredericton, Canada.Communication de conférence Bérubé, C. L., Chouteau, M. C., Olivo, G. R., Perrouty, S., Linnen, R. L., Enkin, R. J., El Goumi, N., & Wares, R. P. (mars 2014). Physical properties of the Canadian Malartic ore body and host rock: preliminary results [Résumé]. PDAC-SEG Student Minerals Colloquium, Toronto, Canada.Communication de conférence Bérubé, C. L., Chouteau, M. C., Olivo, G. R., Perrouty, S., Linnen, R. L., Enkin, R. J., El Goumi, N., & Wares, R. P. (septembre 2014). Propriétés physiques du gisement d'or Canadian Malartic : résultats préliminaires [Résumé]. 12e Forum Technologique CONSOREM-DIVEX, Rouyn-Noranda, Canada.
- 2023
- Thèses (1)
- 2018
Thèse Bérubé, C. L. (2018). Intégration des signatures pétrophysiques et minéralogiques de l'empreinte hydrothermale du gisement d'or Canadian Malartic [Thèse de doctorat, École Polytechnique de Montréal].
- 2018