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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Autors principals:	Guowei Zhang, Ting Ren, Jun Han
Format:	Artigo
Idioma:	Inglês
Publicat:	Nature Portfolio 2025-02-01
Col·lecció:	Scientific Reports
Matèries:	Co-occurrence matrix Information entropy Surrogate model Sobol’s method Hazard factors sensitivity analysis
Accés en línia:	https://doi.org/10.1038/s41598-025-85988-y
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