AutoQS v1: automatic parametrization of QuickSampling based on training images analysis

• Published in: Geoscientific Model Development Vol. 16; no. 17; pp. 5265 - 5279
• Main Authors: Gravey, Mathieu, Mariethoz, Grégoire
• Format: Journal Article
• Language: English
• Published: Katlenburg-Lindau Copernicus GmbH 14.09.2023; Copernicus Publications
• Subjects: Algorithms; Analysis; Geostatistics; Neighborhoods; Objective function; Optimization; Optimization algorithms; Parameterization; Parameters; Pattern matching; Simulation; Simulation methods; Statistical analysis; Training

Multiple-point geostatistics are widely used to simulate complex spatial structures based on a training image. The practical applicability of these methods relies on the possibility of finding optimal training images and parametrization of the simulation algorithms. While methods for automatically s...