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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Principais autores:	Guowei Zhang, Ting Ren, Jun Han
格式:	Artigo
語言:	Inglês
出版:	Nature Portfolio 2025-02-01
叢編:	Scientific Reports
主題:	Co-occurrence matrix Information entropy Surrogate model Sobol’s method Hazard factors sensitivity analysis
在線閱讀:	https://doi.org/10.1038/s41598-025-85988-y
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