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Macarena Amaya
Macarena Amaya
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Adaptive sequential Monte Carlo for posterior inference and model selection among complex geological priors
M Amaya, N Linde, E Laloy
Geophysical Journal International 226 (2), 1220-1238, 2021
92021
High resolution mapping of ice mass loss in the Gulf of Alaska from constrained forward modeling of GRACE data
C Doumbia, P Castellazzi, AN Rousseau, M Amaya
Frontiers in Earth Science 7, 360, 2020
82020
Hydrogeological multiple-point statistics inversion by adaptive sequential Monte Carlo
M Amaya, N Linde, E Laloy
Advances in Water Resources 166, 104252, 2022
42022
Bayesian tomography using polynomial chaos expansion and deep generative networks
GA Meles, M Amaya, S Levy, S Marelli, N Linde
Geophysical Journal International 237 (1), 31-48, 2024
22024
Multifidelity adaptive sequential Monte Carlo for geophysical inversion
M Amaya, G Meles, S Marelli, N Linde
Geophysical Journal International, ggae040, 2024
12024
Identificación y caracterización de paleocauces mediante tomografías de resistividad eléctrica en Miraflores, Chaco
M Amaya
Universidad Nacional de La Plata, 2018
12018
SURROGATE-BASED BAYESIAN TRAVELTIME TOMOGRAPHY WITH GEOLOGICALLY-COMPLEX PRIORS
GA Meles, M Amaya, S Levy, S Marelli, N Linde
2023
Efficient Bayesian travel-time tomography with geologically-complex priors using sensitivity-informed polynomial chaos expansion and deep generative networks
GA Meles, M Amaya, S Levy, S Marelli, N Linde
arXiv preprint arXiv:2307.04228, 2023
2023
Geophysical and Hydrogeological Bayesian Inversion by Adaptive Sequential Monte Carlo
M Amaya
éditeur non identifié, 2023
2023
Adaptive Sequential Monte Carlo in the Context of Hydrogeological Inverse Problems with Complex Spatial Priors
M Amaya, N Linde, E Laloy
AGU Fall Meeting Abstracts 2022, H22C-03, 2022
2022
Hydrogeological inference by adaptive sequential Monte Carlo with geostatistical resampling model proposals
M Amaya, N Linde, E Laloy
EGU General Assembly Conference Abstracts, EGU22-3691, 2022
2022
Adaptive Sequential Monte Carlo (SMC) for Posterior Inference and Model Selection among Complex Geological Priors Encoded through Deep Generative Neural Networks
M Amaya, N Linde, E Laloy, A Doucet
AGU Fall Meeting Abstracts 2020, H108-0007, 2020
2020
Corrigendum: High Resolution Mapping of Ice Mass Loss in the Gulf of Alaska From Constrained Forward Modeling of GRACE Data
C Doumbia, P Castellazzi, AN Rousseau, M Amaya
Frontiers in Earth Science 8, 57, 2020
2020
High Resolution Mapping of Glacier Mass Loss in Yukon and Alaska Derived from GRACE Data
C Doumbia, P Castellazzi, AN Rousseau, M Amaya
AGU Fall Meeting Abstracts 2018, H51M-1466, 2018
2018
Identification and evaluation of groundwater resources for small rural and aboriginal communities in Chaco, Argentina
L Guarracino, M Amaya, S Perdomo, A Juarez, G Gelpi, J Pendiuk, ...
SEG International Exposition and Annual Meeting, SEG-2018-2992509, 2018
2018
Cartographie à haute résolution de la perte de masse des glaciers au Yukon et en Alaska dérivée de données de GRACE.
C Doumbia, P Castellazzi, AN Rousseau, M Amaya
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Artículos 1–16