Lauzon, D., & Hörning, S. (2025). Efficient computation on large regular grids of higher-order spatial statistics via fast fourier transform. Computers & Geosciences, 105878 (38 pages).
Directory of Experts
Lauzon, Dany
Directory of Experts
Lauzon, Dany
Directory of Experts
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Journal article (7)
Conference paper (5)
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Dany Lauzon (13)
- Journal articles (7)
- 2025
Journal article
- 2024
Journal article Lauzon, D. (2024). A U-Net architecture as a surrogate model combined with a geostatistical spectral algorithm for transient groundwater flow inverse problems. Advances in Water Resources, 189, 104726 (14 pages).Journal article Lauzon, D., & Gloaguen, E. (2024). Quantifying uncertainty and improving prospectivity mapping in mineral belts using transfer learning and Random Forest: A case study of copper mineralization in the Superior Craton Province, Quebec, Canada. Ore Geology Reviews, 166, 105918 (16 pages).
- 2022
Journal article Lauzon, D., & Marcotte, D. (2022). Statistical comparison of variogram-based inversion methods for to indirect data. Computers & Geosciences, 160, 105032 (15 pages).
- 2020
Journal article Lauzon, D., & Marcotte, D. (2020). Calibration of random fields by a sequential spectral turning bands method. Computers and Geosciences, 135, 13 pages.Journal article Lauzon, D., & Marcotte, D. (2020). The sequential spectral turning band simulator as an alternative to Gibbs sampler in large truncated- or pluri- Gaussian simulations. Stochastic Environmental Research and Risk Assessment, 34(11), 1939-1951.
- 2019
Journal article Lauzon, D., & Marcotte, D. (2019). Calibration of random fields by FFTMA-SA. Computers & Geosciences, 127, 99-110.
- 2025
- Conference papers (5)
- 2025
Conference paper Lauzon, D., Hörning, S., & Bárdossy, A. (2025, April). A Novel Framework for Stochastic Simulation of Multivariate Non-Gaussian Random Fields in Environmental and Geological Studies [Abstract]. EGU General Assembly 2025, Vienna, Austria (2 pages).Conference paper Hoerning, S., Lauzon, D., & Bárdossy, A. (2025, April). Spectral methods for non-linear co-regionalization [Abstract]. EGU General Assembly 2025, Vienna, Austria (1 page).
- 2024
Conference paper Lauzon, D. (2024, June). Deep neural networks in surrogate hydrogeological modeling : an application for transient groundwater flow combined with a geostatistical spectral algorithm for inverse problem-solving [Abstract]. 15th International Conference on Geostatistics for Environmental Applications (GeoEnv 2024), Chania, Greece.Conference paper Straubhaar, J., Lauzon, D., & Renard, P. (2024, July). Graph recurrent neural networks for stochastic simulation of Karst network topology and properties [Abstract]. 15th International Conference on Geostatistics for Environmental Applications (GeoEnv 2024), Chania, Greece.
- 2022
Conference paper Lauzon, D., & Marcotte, D. (2022, June). On a constructive spectral method for conditioning pluriGaussian simulations to boreholes observations and indirect data. Application to aquifer models [Poster]. 14th International Conference on Geostatistics for Environmental Applications (GeoEnv 2022)#, Parma, Italia (1 page).
- 2025
- Theses (1)
- 2022
Thesis Lauzon, D. (2022). Développement d'algorithmes pour le calage de modèles géologiques par méthodes géostatistiques discrètes et spectrales [Ph.D. thesis, Polytechnique Montréal].
- 2022
