Geological facies modeling based on progressive growing of generative adversarial networks (GANs)
type: Item
instance of: scholarly article
title: Geological facies modeling based on progressive growing of generative adversarial networks (GANs)
zbMATH Open document ID: 1460.86006
author: Suihong Song
author: Tapan Mukerji
author: Jiagen Hou
published in: Computational Geosciences
publication date: 2021-05-25T00:00:00Z
full work available at URL: ycufs
Mathematics Subject Classification ID: 86-08
Mathematics Subject Classification ID: 86A32
Mathematics Subject Classification ID: 68T05
zbMATH DE Number: 7350819
zbMATH Keywords: facies modeling
zbMATH Keywords: generative adversarial networks
zbMATH Keywords: GANs
zbMATH Keywords: progressive growing of GANs
zbMATH Keywords: channel facies
zbMATH Keywords: karst cave
describes a project that uses: Wasserstein GAN
describes a project that uses: StackGAN
describes a project that uses: StyleGAN
describes a project that uses: WaveNet
describes a project that uses: Adam
describes a project that uses: pix2pix
describes a project that uses: CycleGAN
MaRDI profile type: Publication
OpenAlex ID: W3107209249
cites work: Q5270493
cites work: Stochastic seismic waveform inversion using generative adversarial networks as a geological prior
cites work: Conditional simulation of complex geological structures using multiple-point statistics
cites work: Representing spatial uncertainty using distances and kernels
DOI: 10.1007/S10596-021-10059-W
description: scientific article; zbMATH DE number 7350819