Work

FracGen: Natural fracture networks reconstruction and upscaling using generative adversarial networks

Year: 2025

Type: article

Source: International Journal of Rock Mechanics and Mining Sciences

DOI: 10.1016/j.ijrmms.2025.106116

Authors: Changtai Zhou, Borui Lyu, Yu Wang

Institutions: City University of Hong Kong, Hong Kong University of Science and Technology

Language: English

Topic: Geological Modeling and Analysis

Subfield: Geochemistry and Petrology

Field: Earth and Planetary Sciences

Domain: Physical Sciences

Open Access status: closed

Funders: Research Grants Council, University Grants Committee, Innovation and Technology Commission

Awards: Artificial Intelligence Based Technology For Characterization Of Subsurface Rocks Surrounding Tunnel Boring Machine (TBM) And TBM Automatic Control, Multiscale Machine Learning of Subsurface Stratigraphy from Limited Site-specific Measurements and Prior Geological Knowledge using Iterative Convolutional Neural Networks (CNN)

OpenAlex ID: W4409595191

FWCI: 3.461

Cites: 59

Cited by: 7

Related to: 10