Model reduction for fractured porous media: a machine learning approach for identifying main flow pathways - Srinivasan, Shriram; Karra, Satish; Hyman, Jeffrey; Viswanathan, Hari; Srinivasan, Gowri (Computational geosciences, 2019)
Keywords: Artificial intelligence; Backbone; Classification; Classifiers; Computational efficiency; Computer applications; Computer Science; Computing time; Discrete fracture networks; Divergence; Earth and Environmental Science; Earth Sciences; Errors; Fractured porous media; Fractures; Geotechnical Engineering & Applied Earth Sciences; Hydrogeology; Learning algorithms; Learning behaviour; Machine learning; Mathematical Modeling and Industrial Mathematics; Mathematics; MATHEMATICS AND COMPUTING; Model reduction; Porous media; Random forests; Sampling error; Soil Science & Conservation; Subsurface flow and transport; Transport; Transport properties; Travel time; Uncertainty; Fractured porous media; Discrete fracture networks; Subsurface flow and transport; Random forests; Machine learning; Classification