Published 2025-04-08

Pore-scale simulations of single-phase flow in Bentheim sandstone using the lattice Boltzmann method (LBM)

Data source language:

  • Chinese

Data reference:

  • A multiscale CNN-based intrinsic permeability prediction in deformable porous media

Contributors of raw data:

  • Yousef Heider, Fadi Aldakheel, Wolfgang Ehlers

Data description:

  • Database and code to the paper: A multiscale CNN-based intrinsic permeability prediction in deformable porous media. Including: (1) a dataset of CT images from Bentheim sandstone at different volumetric strain levels; (2) pore-scale permeability simulation data of single-phase flow using the lattice Boltzmann method (LBM); (3) the CNN model with the processed CT images as inputs and permeability tensors as outputs; and (4) data augmentation and alternative CNN architectures.

Keywords and subjects:

  • Single-phase flow, porous media, permeability prediction, lattice Boltzmann method (LBM)

Availability:

  • publicly accessible
0