Jorge López-Alvis

Deep generative models in inversion: The impact of the generator's nonlinearity and development of a new approach based on a variational autoencoder

Jorge López-Alvis, Eric Laloy, Frédéric Nguyen et al. · Computers & Geosciences · 2021 · 86 citations · Full text

Computing, Computer Science, Machine Learning +6

Geophysical Inversion Using a Variational Autoencoder to Model an Assembled Spatial Prior Uncertainty

Jorge López-Alvis, Frédéric Nguyen, Majken C. Looms et al. · Journal of Geophysical Research Solid Earth · 2022 · 41 citations · Full text

Natural Sciences, Earth Sciences, Geophysics +17

Assessment of groundwater depletion caused by excessive extraction through groundwater flow modeling: the Celaya aquifer in central Mexico

Jorge López-Alvis, Jaime J. Carrera-Hernández, Gilles Lévresse et al. · Environmental Earth Sciences · 2019 · 23 citations

Natural Resources, Earth Sciences, Hydrology +17

A cross-validation framework to extract data features for reducing structural uncertainty in subsurface heterogeneity

Jorge López-Alvis, Thomas Hermans, Frédéric Nguyen · Advances in Water Resources · 2019 · 18 citations · Full text

Engineering, Earth Sciences, Geology +17