Training-Image Based Geostatistical Inversion Using a Spatial Generative Adversarial Neural Network

Eric Laloy (1) , Romain Hérault (2, 3, 4, 5) , Diederik Jacques (1) , Niklas Linde (6)

1 Belgian Center for Nuclear Energy
2 LITIS - Laboratoire d'Informatique, de Traitement de l'Information et des Systèmes
3 DocApp - LITIS - Equipe Apprentissage
4 INSA Rouen Normandie - Institut national des sciences appliquées Rouen Normandie
5 NU - Normandie Université
6 ISTE - Institut des sciences de la terre [Lausanne]

Domaines: Machine Learning [stat.ML]

Eric Laloy, Romain Hérault, Diederik Jacques, Niklas Linde. Training-Image Based Geostatistical Inversion Using a Spatial Generative Adversarial Neural Network. Water Resources Research, 2018, 54 (1), pp.381-406. ⟨10.1002/2017WR022148⟩. ⟨hal-02094971⟩