Predicting the UCS of polyhydroxyalkanoate and xanthan gum treated sandy soil using gradient boosting algorithms

In geotechnical engineering, it has been reported that bio-based materials reduce environmental pollutants such as greenhouse gases and heavy metals. However, due to short study periods and inadequate engineering performance verification, bio-treated soil techniques are less reliable than convention...

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Bibliographic Details
Published in:	Journal of cleaner production Vol. 489; p. 144672
Main Authors:	Abbas Jaffar, Syed Taseer, Iqbal, Mudassir, Bao, Xiaohua, Jalal, Fazal E., Chen, Xiangsheng
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 15.01.2025
Subjects:	Biopolymer CatBoost cement compression strength data collection granite Granite residual soil greenhouses LightGBM polyhydroxyalkanoates prediction sandy soils Sustainable materials UCS xanthan gum Sustainable materials UCS Granite residual soil LightGBM CatBoost Biopolymer
ISSN:	0959-6526
Online Access:	Get full text
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