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...
Saved in:
| 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 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Local and global sensitivity analysis for a prediction model of nitrogen loss in Southern China’s paddy fields via HYDRUS-1D
by: Shuhuai Wang, et al.
Published: (2025-07-01) -
Quantifying Microplastic Leaching from Paper Cups: A Specklegram Image Analytical Approach
by: Mankuzhy Anilkumar Rithwiq, et al.
Published: (2024-11-01) -
Sensitivity Analysis of Factors Influencing Coal Prices in China
by: Jingye Lyu, et al.
Published: (2024-12-01) -
Global Sensitivity Analysis of CASC2D Hydrological Model Parameters
by: LI Xiao-ying, ZHANG Jin-hui, ZHAO Hong-jie
Published: (2025-06-01) -
Calibration and surrogate model-based sensitivity analysis of crystal plasticity finite element models
by: Hugh Dorward, et al.
Published: (2024-11-01)