Code for fracture generation and multiphase flow simulation used for training denoising diffusion model-driven initializations
Year: 2024
Type: article
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
Authors: Chung, Jaehong, E. Santos, Javier
Institutions: Stanford University, Los Alamos National Laboratory
Language: English
Subfield: Ocean Engineering
Field: Engineering
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W6893069256