Three-dimensional structural geological modeling using graph neural networks

DOI10.1007/s11004-021-09945-xzbMath1477.86035OpenAlexW3175039957MaRDI QIDQ2066838

Boyan Brodaric, Florian Wellmann, Eric A. de Kemp, Michael J. Hillier, Ernst M. Schetselaar

Publication date: 14 January 2022

Published in: Mathematical Geosciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11004-021-09945-x

zbMATH Keywords

unstructured meshesstructural geologyimplicit modelinggraph neural networksthree-dimensional geomodeling

Mathematics Subject Classification ID

Geological problems (86A60)

Related Items (1)

A three-dimensional geological structure modeling framework and its application in machine learning

Uses Software

• TetGen
• PyTorch
• PyG
• FeaStNet

Cites Work

• Three-dimensional modelling of geological surfaces using generalized interpolation with radial basis functions
• FeaStNet
• TetGen, a Delaunay-Based Quality Tetrahedral Mesh Generator
• Unnamed Item
• Unnamed Item

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