Identifying Backbones in Three-Dimensional Discrete Fracture Networks: A Bipartite Graph-Based Approach

DOI10.1137/18M1180207zbMath1457.76165OpenAlexW2903669007MaRDI QIDQ4627440

Gowri Srinivasan, Shriram Srinivasan, Aric Hagberg, Jeffrey D. Hyman, Dave Osthus, Hari S. Viswanathan

Publication date: 11 March 2019

Published in: Multiscale Modeling & Simulation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1137/18m1180207

zbMATH Keywords

network topologysubsurface flowsystem reductionprimary flowtransport sub-network

Mathematics Subject Classification ID

Applications of graph theory (05C90) Hydrology, hydrography, oceanography (86A05) Flows in porous media; filtration; seepage (76S05) Basic methods in fluid mechanics (76M99)

Related Items (6)

Flow and transport in three-dimensional discrete fracture matrix models using mimetic finite difference on a conforming multi-dimensional mesh ⋮ Fracture network flow prediction with uncertainty using physics-informed graph features ⋮ Impact of artificial topological changes on flow and transport through fractured media due to mesh resolution ⋮ A Probabilistic Clustering Approach for Identifying Primary Subnetworks of Discrete Fracture Networks with Quantified Uncertainty ⋮ Multilevel graph partitioning for three-dimensional discrete fracture network flow simulations ⋮ Model reduction for fractured porous media: a machine learning approach for identifying main flow pathways

Uses Software

• NetworkX
• SciPy
• PFLOTRAN
• dfnWorks

Cites Work

• Unnamed Item
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• Mimetic finite difference approximation of flows in fractured porous media
• A Generalized Mixed Hybrid Mortar Method for Solving Flow in Stochastic Discrete Fracture Networks
• A mixed hybrid Mortar method for solving flow in discrete fracture networks
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• Flow Simulation in Three-Dimensional Discrete Fracture Networks
• Disjoint paths in a network
• A Parallel Solver for Large Scale DFN Flow Simulations
• A PDE-Constrained Optimization Formulation for Discrete Fracture Network Flows

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