3D reconstruction of porous media using a batch normalized variational auto-encoder

DOI10.1007/s10596-022-10159-1zbMath1496.86023OpenAlexW4283327787MaRDI QIDQ2085099

Yanyan Li

Publication date: 14 October 2022

Published in: Computational Geosciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10596-022-10159-1

zbMATH Keywords

reconstructionpore spacevariational auto-encoderbatch normalizationsqueeze-and-excitation network

Mathematics Subject Classification ID

Directional data; spatial statistics (62H11) Image processing (compression, reconstruction, etc.) in information and communication theory (94A08) Geostatistics (86A32)

Uses Software

• Avizo

Cites Work

• GPU-accelerated 3D reconstruction of porous media using multiple-point statistics
• Spatial connectivity: from variograms to multiple-point measures
• Conditional simulation of complex geological structures using multiple-point statistics
• Stochastic seismic waveform inversion using generative adversarial networks as a geological prior