A physics-data-driven method for predicting surface and building settlement induced by tunnel construction

Surface and surrounding building settlement is frequently caused by soil disturbance during subway tunnel construction, significantly impacting construction safety and structural stability. Traditional machine learning models have shown some effectiveness in settlement prediction but often fail to c...

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Bibliographic Details

Published in:	Computers and geotechnics Vol. 179; p. 107020
Main Authors:	Wang, You, Fan, Qianjun, Dai, Fang, Wang, Rui, Ding, Bosong
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.03.2025
Subjects:	Metaheuristic optimization algorithms Pasternak foundation model Physics informed optimized extreme learning machine (PIOELM) Physics-data-driven Shield tunnelling Metaheuristic optimization algorithms Pasternak foundation model Shield tunnelling Physics informed optimized extreme learning machine (PIOELM) Physics-data-driven
ISSN:	0266-352X
Online Access:	Get full text
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