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20232026
most citedAccelerated Sampling of Rare Events using a Neural Network Bias Potential

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physics.comp-ph2026

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…