Can I read Geostatistical Inversion for Carbon Sequestration on EtoBox?
Geostatistical Inversion for Carbon Sequestration by xzy19891011 is a document available to read on EtoBox.
What is Geostatistical Inversion for Carbon Sequestration about?
This document presents the SVGD-AE method, a novel geostatistical inversion approach that integrates Stein Variational Gradient Descent with an autoencoder neural network for subsurface characterization, particularly in geologic carbon sequestration (GCS). The method enhances model uncertainty quantification and has been applied to the Illinois Basin - Decatur Project, demonstrating improved understanding of subsurface properties. The study indicates that SVGD-AE outperforms traditional probabilistic method
- Author
- xzy19891011
- Language
- EN