A convolutional neural network surrogate for hierarchical homogenization: fast elastic moduli prediction of digital rocks

Hanfeng Zhai, Rasool Ahmad, Tapan Mukerji +1

Digital rock physics (DRP) aims to estimate effective rock properties (e.g., elastic moduli) directly from 3D micro-CT images. However, direct numerical simulations (DNS) on high-r…