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.

Directory of Experts
Bérubé, Charles L.
Directory of Experts
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Journal article (15)
Conference paper (18)
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Charles L. Bérubé (34)
- Journal articles (15)
- 2024
Journal article Journal article Bérubé, C. L., & Gagnon, J.-L. (2024). Anisotropic induced polarization modeling with neural networks and effective medium theory. Geophysics, 1-68.Journal article Roudsari, M. S., Ghanati, R., & Bérubé, C. L. (2024). Spectral Induced Polarization Tomography Inversion: Hybridizing Homotopic Continuation with Bayesian Inversion. Geophysics, 0644.1.Journal article 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
Journal article Bérubé, C. L., & Baron, F. (2023). Bayesian inference of petrophysical properties with generative spectral induced polarization models. Geophysics, 88(3), E79-E90.
- 2022
Journal article Bérubé, C. L., & Bérubé, P. (2022). Data-driven modeling of time-domain induced polarization. GEOPHYSICS, 87(3), E135-E146.
- 2020
Journal article 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.Journal article 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
Journal article 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.Journal article 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.Journal article 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.Journal article 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
Journal article 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
Journal article 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.Journal article 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
- Conference papers (18)
- 2023
Conference paper Bérubé, C. L., & Benzetta, R. (2023, April). Discretization-free debye decomposition of spectral induced data [Presentation]. In 35th Symposium on the Application of Geophysics to Engineering and Environmental Problems (SAGEEP) & 2nd Munitions Response Meeting, New Orleans, Louisiana USA.Conference paper Bérubé, C. L., Bouzaglou, V., & Hall, L. (2023, November). Segmentation d'orthophotos pour faciliter la planification des campagnes d'exploration sur le terrain [Abstract]. Québec Mines + Énergie, Québec, Québec, Canada.
- 2022
Conference paper Bérubé, C. L., & Baron, F. (2022, June). Data-driven sensitivity analysis of mechanistic induced polarization models [Paper]. 6th International Meeting on Induced Polarization (IP 2022), Annecy, France.
- 2021
Conference paper Bérubé, C. L., & Bérubé, P. (2021, November). Application des auto-encodeurs au débruitage des mesures géoélectriques en exploration minérale [Paper]. 2021 Québec Mines + Énergie.
- 2019
Conference paper Beaudry, C., & Bérubé, C. L. (2019, September). Does governmental support help Canadian firms surmount obstacles to innovation and be more innovative? [Paper]. Technology Transfert Society annual Conference, Toronto, ON, Canada.Conference paper Bérubé, C. L. (2019, March). Improving geological mapping with airborne geophysics and semi-supervised machine learning [Abstract]. PDAC Exploration Insights, Toronto, Canada.
- 2017
Conference paper 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. (2017, October). 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 [Paper]. Sixth Decennial International Conference on Mineral Exploration, Toronto, Canada.Conference paper 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. (2017, August). Integrated multi-parameter footprint of the Canadian Malartic gold deposit, Québec, Canada [Paper]. 14th SGA Biennial Meeting, Québec, Québec.Conference paper Bérubé, C. L., Chouteau, M. C., Olivo, G., Perrouty, S., Shamsipour, P., & Enkin, R. (2017, March). Spectral induced polarization signatures of altered metasedimentary rocks from the Canadian Malartic gold deposit bravo zone, Québec, Canada [Paper]. Symposium on the Application of Geophysics to Engineering and Environmental Problems (SAGEEP 2017), Denver.Conference paper Bérubé, C. L., Chouteau, M. C., Olivo, G., Perrouty, S., Linnen, R. L., Enkin, R., Shamsipour, P., Lypaczewski, O., Gaillard, N., & Piette-Lauzière, N. (2017, March). Spectral induced polarization signatures of altered metasedimentary rocks of the Canadian Malartic gold deposit Bravo zone, Quebec, Canada [Abstract]. PDAC-SEG Student Minerals Colloquium, Toronto, Canada.
- 2016
Conference paper Bérubé, C. L., Chouteau, M. C., & Olivo, G. R. (2016, June). Bayesian inference of spectral induced polarization parameters at the Canadian Malartic disseminated gold deposit [Paper]. 4th International Workshop on Induced Polarization, Aarhus, Denmark.Conference paper Bérubé, C. L., Chouteau, M. C., Shamsipour, P., & Olivo, G. R. (2016, April). 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 [Paper]. EGU General Assembly 2016, Vienna, Austria.Conference paper Bérubé, C. L., Perrouty, S., Lypaczewski, P., Chouteau, M. C., Olivo, G. R., Shamsipour, P., Enkin, R. J., & Linnen, R. L. (2016, March). Outcrop-scale physical properties mapping and integration of multidisciplinary mineral exploration data from the Canadian Malartic gold deposit Bravo zone, Québec, Canada [Abstract]. PDAC-SEG Student Minerals Colloquium, Toronto, Canada.
- 2015
Conference paper Bérubé, C. L., Chouteau, M. C., Olivo, G. R., Perrouty, S., Linnen, R. L., Enkin, R. J., El Goumi, N., & Wares, R. P. (2015, March). Physical properties of the Canadian Malartic ore body and host rock [Abstract]. PDAC-SEG Student Minerals Colloquium, Toronto, Canada.
- 2014
Conference paper 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. (2014, March). Integration of Mineralogy and Rock Physics Properties Applied to the Footprint of the Canadian Malartic Gold Deposit [Abstract]. PDAC-SEG Student Minerals Colloquium, Toronto, Canada.Conference paper Bérubé, C. L., Chouteau, M. C., Olivo, G. R., Perrouty, S., Linnen, R. L., Enkin, R. J., El Goumi, N., & Wares, R. P. (2014, May). Physical properties of the Canadian Malartic ore body and host rock: preliminary results [Abstract]. GAC-MAC Joint Annual Meeting, Fredericton, Canada.Conference paper Bérubé, C. L., Chouteau, M. C., Olivo, G. R., Perrouty, S., Linnen, R. L., Enkin, R. J., El Goumi, N., & Wares, R. P. (2014, March). Physical properties of the Canadian Malartic ore body and host rock: preliminary results [Abstract]. PDAC-SEG Student Minerals Colloquium, Toronto, Canada.Conference paper Bérubé, C. L., Chouteau, M. C., Olivo, G. R., Perrouty, S., Linnen, R. L., Enkin, R. J., El Goumi, N., & Wares, R. P. (2014, September). Propriétés physiques du gisement d'or Canadian Malartic : résultats préliminaires [Abstract]. 12e Forum Technologique CONSOREM-DIVEX, Rouyn-Noranda, Canada.
- 2023
- Theses (1)
- 2018
Thesis Bérubé, C. L. (2018). Intégration des signatures pétrophysiques et minéralogiques de l'empreinte hydrothermale du gisement d'or Canadian Malartic [Ph.D. thesis, École Polytechnique de Montréal].
- 2018