Code for fracture generation and multiphase flow simulation used for training denoising diffusion model-driven initializations

Codes for generating synthetic fractures and multiphase flow simulations for training denoising diffusion model-driven initializations Original code papers and repositories: Synthetic fracture generation Paper: Guiltinan, E., Santos, J. E., Purswani, P., & Hyman, J. D. (2024). pySimFrac: A Python library for synthetic fracture generation and analysis. Computers & Geosciences, 191, 105665. Code: https://github.com/lanl/pySimFrac Multiphase flow simulation Paper: Santos, J. E., Gigliotti, A., Bihani, A., Landry, C., Hesse, M. A., Pyrcz, M. J., & Prodanović, M. (2022). MPLBM-UT: Multiphase LBM library for permeable media analysis. SoftwareX, 18, 101097. Code: https://github.com/je-santos/MPLBM-UT

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2024-11-06
DOI
https://doi.org/10.5281/zenodo.14047107
Citations
1
Primary Topic
Groundwater flow and contamination studies
Type
article
Field-Weighted Citation Impact
0.21
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article

Code for fracture generation and multiphase flow simulation used for training denoising diffusion model-driven initializations

1 citations
Zenodo (CERN European Organization for Nuclear Research)
Groundwater flow and contamination studies
0.21
article

Code for fracture generation and multiphase flow simulation used for training denoising diffusion model-driven initializations

article en
1 citations

Abstract

Codes for generating synthetic fractures and multiphase flow simulations for training denoising diffusion model-driven initializations Original code papers and repositories: Synthetic fracture generation Paper: Guiltinan, E., Santos, J. E., Purswani, P., & Hyman, J. D. (2024). pySimFrac: A Python library for synthetic fracture generation and analysis. Computers & Geosciences, 191, 105665. Code: https://github.com/lanl/pySimFrac Multiphase flow simulation Paper: Santos, J. E., Gigliotti, A., Bihani, A., Landry, C., Hesse, M. A., Pyrcz, M. J., & Prodanović, M. (2022). MPLBM-UT: Multiphase LBM library for permeable media analysis. SoftwareX, 18, 101097. Code: https://github.com/je-santos/MPLBM-UT

Zenodo (CERN European Organization for Nuclear Research)
Los Alamos National Laboratory (US), Stanford University (US)
Openalex Percentile: Top 46%
Groundwater flow and contamination studies
0.21
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