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Intelligent calibration method for microscopic parameters in the discrete element method based on ensemble learning.

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第一作者： Yifan,Jiang

第一单位： School of Civil Engineering, Southwest Jiaotong University, Chengdu, 610031, China.;State Key Laboratory of Intelligent Geotechnics and Tunnelling, Southwest Jiaotong University, Chengdu, 610031, China.

作者： Yifan,Jiang ^[1] ; Jiapeng,Pu ^[1] ; Junfeng,Sun ^[1] ; Zhigang,Yao ^[2] ; Yong,Fang ^[3] ; Qihang,Ran ^[1] ; Yubo,Wang ^[1] ; Zhibing,Yu ^[4]

作者单位： School of Civil Engineering, Southwest Jiaotong University, Chengdu, 610031, China.;State Key Laboratory of Intelligent Geotechnics and Tunnelling, Southwest Jiaotong University, Chengdu, 610031, China. ^[1] School of Civil Engineering, Southwest Jiaotong University, Chengdu, 610031, China. bk20110739@my.swjtu.edu.cn.;State Key Laboratory of Intelligent Geotechnics and Tunnelling, Southwest Jiaotong University, Chengdu, 610031, China. bk20110739@my.swjtu.edu.cn. ^[2] School of Civil Engineering, Southwest Jiaotong University, Chengdu, 610031, China. fy980220@swjtu.cn.;State Key Laboratory of Intelligent Geotechnics and Tunnelling, Southwest Jiaotong University, Chengdu, 610031, China. fy980220@swjtu.cn. ^[3] Sichuan Transportation Construction Group Co., Ltd.,, Chengdu, 610047, China. ^[4]

关键词 Block discrete element method Correlation analysis Microscopic parameters Stacking ensemble learning

DOI 10.1038/s41598-025-18817-x

PMID 41057680

发布时间 2025-10-10

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准确一般字义偏差语意偏离译文作用小提交