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Prediction of the soil–water retention curve of compacted clays using PSO–GA XGBoost

Reza Taherdangkoo Thomas Nagel Vladimir Tyurin Chaofan Chen Faramarz Doulati Ardejani Christoph Butscher

Artificial Intelligence in Geosciences2026，Vol.7Issue(1)：P.1-15,15.

Artificial Intelligence in Geosciences2026，Vol.7Issue(1)：P.1-15,15.DOI:10.1016/j.aiig.2025.100173

Prediction of the soil–water retention curve of compacted clays using PSO–GA XGBoost

Reza Taherdangkoo ¹Thomas Nagel ¹Vladimir Tyurin ²Chaofan Chen ³Faramarz Doulati Ardejani ⁴Christoph Butscher¹

作者信息

1. TU Bergakademie Freiberg,Institute of Geotechnics,Gustav-Zeuner-Str.1,Freiberg,09599,Germany TU Bergakademie Freiberg,Freiberg Center for Water Research(ZeWaF),Akademiestr.6,Freiberg,09599,Germany
2. TU Bergakademie Freiberg,Institute of Geotechnics,Gustav-Zeuner-Str.1,Freiberg,09599,Germany
3. Department Geoenergy,Montanuniversität Leoben,Leoben,8700,Austria
4. School of Mining,College of Engineering,University of Tehran,Tehran,Iran
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摘要

关键词

Unsaturated soils/Soil–water retention/XGBoost/PSO–GA/CatBoost

分类

建筑与水利

引用本文复制引用

Reza Taherdangkoo,Thomas Nagel,Vladimir Tyurin,Chaofan Chen,Faramarz Doulati Ardejani,Christoph Butscher..Prediction of the soil–water retention curve of compacted clays using PSO–GA XGBoost[J].Artificial Intelligence in Geosciences,2026,7(1):P.1-15,15.

基金项目

funded by the German Research Foundation for project TA 2076/1-1. （）

Artificial Intelligence in Geosciences

ISSN：2666-5441

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