Sequential Gaussian simulation for geosystems modeling: A machine learning approach

Geoscience Frontiers（2022）

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摘要

•Sequential Gaussian Simulation (SGSIM) as a popular method in geoscience.•This method is computationally prohibitive for large models.•Our method is based on machine learning and includes governing equations of SGSIM.•The results represent a significant acceleration and similar accuracy as the original SGSIM.

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关键词

Artificial intelligence,Uncertainty,Geosystems,Statistical modeling

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