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Lopez Alvis Jorge

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Main Referenced Co-authors
Nguyen, Frédéric  (6)
Hermans, Thomas  (4)
Laloy, Eric (3)
Hermans, Thomas (2)
Main Referenced Keywords
Bayesian hierarchical model (1); Bayesian updating (1); Data mining (1); Data reduction (1); Dimension reduction (1);
Main Referenced Unit & Research Centers
UEE - Urban and Environmental Engineering - ULiège [BE] (3)
Department of Geology, Ghent University (1)
Urban and Environmental Engineering, Applied Geophysics (1)
Main Referenced Disciplines
Geological, petroleum & mining engineering (6)
Earth sciences & physical geography (1)

Publications (total 7)

The most downloaded
235 downloads
Lopez Alvis, J. (2021). Dimensionality reduction for geophysical inversion in highly structured subsurface environments [Doctoral thesis, ULiège - Université de Liège]. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/255144 https://hdl.handle.net/2268/255144

The most cited

7 citations (Scopus®)

Lopez Alvis, J., Hermans, T., & Nguyen, F. (November 2019). A cross-validation framework to extract data features for reducing structural uncertainty in subsurface heterogeneity. Advances in Water Resources, 133. doi:10.1016/j.advwatres.2019.103427 https://hdl.handle.net/2268/247509

Lopez Alvis, J. (2021). Dimensionality reduction for geophysical inversion in highly structured subsurface environments [Doctoral thesis, ULiège - Université de Liège]. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/255144

Lopez Alvis, J., Laloy, E., Hermans, T., & Nguyen, F. (May 2020). Constraining gradient-based inversion with a variational autoencoder to reproduce geological patterns [Paper presentation]. EGU General Assembly 2020. doi:10.5194/egusphere-egu2020-19576

Lopez Alvis, J., Laloy, E., Hermans, T., & Nguyen, F. (2020). Estimation of spatially-structured subsurface parameters using variational autoencoders and gradient-based optimization [Paper presentation]. 10th International Congress on Environmental Modelling and Software.

Lopez Alvis, J., Laloy, E., Hermans, T., & Nguyen, F. (December 2019). Efficient Deterministic Inversion of Geophysical Data Constrained by Deep Generative Models to Estimate Subsurface Parameters with Defined Spatial Patterns [Paper presentation]. AGU Fall Meeting 2019.

Lopez Alvis, J., Hermans, T., & Nguyen, F. (November 2019). A cross-validation framework to extract data features for reducing structural uncertainty in subsurface heterogeneity. Advances in Water Resources, 133. doi:10.1016/j.advwatres.2019.103427
Peer Reviewed verified by ORBi

Nguyen, F., Lopez Alvis, J., & Hermans, T. (December 2018). Updating structural uncertainty through dimension reduction of geophysical data [Paper presentation]. AGU Fall Meeting 2018.

Lopez Alvis, J., Nguyen, F., & Hermans, T. (June 2018). Updating prior geologic uncertainty with GPR traveltime tomographic data [Paper presentation]. Computational Methods in Water Resources XXII.

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