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Predicting clay compressibility for foundation design with high reliability and safety: A geotechnical engineering perspective using artificial neural network and five metaheuristic algorithms

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成果类型:
期刊论文
作者:
Jiadong, Qiu;Ohl, Joy P.;Tran, Trung-Tin
通讯作者:
Ohl, JP
作者机构:
[Jiadong, Qiu] Univ South China, Sch Resources Environm & Safety Engn, Hengyang 421001, Peoples R China.
[Ohl, Joy P.] NanoStructuraCivis Lab Adv Smart Mat Civil Engn, Tokyo, Japan.
[Tran, Trung-Tin] Swinburne Vietnam FPT Univ, Dept Informat Technol, Da Nang, Vietnam.
通讯机构:
[Ohl, JP ] N
NanoStructuraCivis Lab Adv Smart Mat Civil Engn, Tokyo, Japan.
语种:
英文
关键词:
Clay compressibility;Artificial neural network;Metaheuristic algorithms;Prediction accuracy;Practical engineering;Reliability systems
期刊:
Reliability Engineering & System Safety
ISSN:
0951-8320
年:
2024
卷:
243
页码:
109827
基金类别:
CRediT authorship contribution statement Qiu Jiadong: acquisition, Validation, Visualization, Methodology, Writing – original draft, Writing – review & editing. Joy P. Ohl: Writing – review & editing, Writing – original draft, Visualization, Methodology, Formal analysis, Data curation, Conceptualization. Trung-Tin Tran: Writing – review & editing, Writing – original draft, Visualization, Methodology, Formal analysis.
机构署名:
本校为第一机构
摘要:
This study aims at predicting clay compressibility (clay compressibility) for foundation design with unprecedented reliability and safety. To achieve this goal, we set forth several scientific objectives to enhance the ac-curacy of clay compressibility predictions and ensure the robustness of our models. Firstly, we explored an updated dataset comprising diverse clay types, focusing on the intricate relationship between clay compressibility and essential soil properties. By incorporating particle size distribution, the ratio between liquid limit (wLL) and plasticity index (PI), and the ratio b...

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