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A finite element-based machine learning model for hydro-mechanical analysis of swelling behavior in clay-sulfate rocks [PDF]

open access: yesarXiv
The hydro-mechanical behavior of clay-sulfate rocks, especially their swelling properties, poses significant challenges in geotechnical engineering. This study presents a hybrid constrained machine learning (ML) model developed using the categorical boosting algorithm (CatBoost) tuned with a Bayesian optimization algorithm to predict and analyze the ...
arxiv  

Enhancing the sustainability of geotechnical engineering with utilization of fly Ash

open access: yesDiscover Materials
Massive amounts of fly ash (FA) are dumped carelessly leading to a negative influence on the environment. However, FA contains several advantages when it is used in geotechnical engineering and civil engineering projects which not only dispose of waste ...
Hasan Majed Alqawasmeh
doaj   +1 more source

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