A finite element-based machine learning model for hydro-mechanical analysis of swelling behavior in clay-sulfate rocks [PDF]
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
Contribution of Geotechnical and Environmental Engineering to Provision of Infrastructures
Minoru Matsuo
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Enhancing the sustainability of geotechnical engineering with utilization of fly Ash
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
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Site-specific shear wave velocity investigation for geotechnical engineering applications using seismic refraction and 2D multi-channel analysis of surface waves [PDF]
Adel M.E. Mohamed+3 more
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Supporting active learning in an undergraduate geotechnical engineering course using group-based audience response systems quizzes [PDF]
Shane Donohue
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Engineering Geophysics for Geotechnical Characterisation of LNG Processing Plant Sites [PDF]
Tariq I H Rahiman
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Applications of Optical Fiber Sensors in Geotechnical Engineering: Laboratory Studies and Field Implementation at the Acropolis of Athens. [PDF]
Kapogianni E, Sakellariou M.
europepmc +1 more source