Global sensitivity analysis of roof hazard factors based on information entropy and the surrogate model

Abstract The prevention and management of coal mine roof accidents remain challenging issues because it is difficult to evaluate and quantify the interaction effects of the disaster hazard factors objectively. This paper proposes a novel approach: combining information entropy and the surrogate mode...

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Bibliographic Details
Main Authors: Guowei Zhang, Ting Ren, Jun Han
Format: Article
Language:English
Published: Nature Portfolio 2025-02-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-85988-y
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