Generative Adversarial Network Applied to Ore Type Modeling in Complex Geological Environments

U-net generative adversarial network for subsurface facies modeling

(2021) Chengkai Zhang et al.   COMPUTATIONAL GEOSCIENCES

GANSim: Conditional Facies Simulation Using an Improved Progressive Growing of Generative Adversarial Networks (GANs)

(2021) Suihong Song et al.   Mathematical Geosciences

Generative adversarial network as a stochastic subsurface model reconstruction

(2020) Leonardo Azevedo et al.   COMPUTATIONAL GEOSCIENCES

Stochastic Pix2pix: A New Machine Learning Method for Geophysical and Well Conditioning of Rule-Based Channel Reservoir Models

(2020) Wen Pan et al.   Natural Resources Research

Geostatistical Estimation of Multi-Domain Deposits with Transitional Boundaries: A Sensitivity Study for the Sechahun Iron Mine

(2019) Sara Kasmaee et al.   Minerals

Stochastic Seismic Waveform Inversion Using Generative Adversarial Networks as a Geological Prior

(2019) Lukas Mosser et al.   Mathematical Geosciences

High-Order Sequential Simulation via Statistical Learning in Reproducing Kernel Hilbert Space

(2019) Lingqing Yao et al.   Mathematical Geosciences

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

(2018) Eric Laloy et al.   WATER RESOURCES RESEARCH

Updating Mining Resources with Uncertain Data

(2018) João Neves et al.   Mathematical Geosciences

Plurigaussian modeling of geological domains based on the truncation of non-stationary Gaussian random fields

(2016) Nasser Madani et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

High-order Statistics of Spatial Random Fields: Exploring Spatial Cumulants for Modeling Complex Non-Gaussian and Non-linear Phenomena

(2009) Roussos Dimitrakopoulos et al.   Mathematical Geosciences