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The Application of Machine Learning Techniques in Geotechnical Engineering: A Review and Comparison
Mathematics, 2023 With the development of data collection and storage capabilities in recent decades, abundant data have been accumulated in geotechnical engineering fields, providing opportunities for the usage of machine learning approaches.
Wei Shao +8 more
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Review of Application and Innovation of Geotextiles in Geotechnical Engineering. [PDF]
Materials (Basel), 2020 Most geotextiles consist of polymers of polyolefin, polyester or polyamide family, which involve environmental problems related to soil pollution. Geotextiles can be used for at least one of the following functions: Separation, reinforcement, filtration,
Wu H +6 more
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Extensive overview of soil constitutive relations and applications for geotechnical engineering problems. [PDF]
Heliyon, 2023 A state-of-the-art review has been conducted in this work on soil constitutive modeling, which has emphasized on: soil type, ground-water conditions, loading conditions, structural behavior, constitutive relation discipline, and dimensions.
Onyelowe KC +6 more
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Microplastic Contamination in Soils: A Review from Geotechnical Engineering View. [PDF]
Polymers (Basel), 2021 Microplastic contamination is a growing threat to marine and freshwater ecosystems, agricultural production, groundwater, plant growth and even human and animal health.
Monkul MM, Özhan HO.
europepmc +2 more sources
A Survey on Applications of Artificial Intelligence for Pre-Parametric Project Cost and Soil Shear-Strength Estimation in Construction and Geotechnical Engineering. [PDF]
Sensors (Basel), 2021 Ensuring soil strength, as well as preliminary construction cost and duration prediction, is a very crucial and preliminary aspect of any construction project.
Sharma S +5 more
europepmc +2 more sources
Advances in Civil Engineering, 2021 With the rapid development of infrastructure construction, geotechnical engineering has always been worthy of attention due to its complexity and diversity.
Jiaming Wu +7 more
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The Application of Machine Learning in Geotechnical Engineering
Applied SciencesGeotechnical engineering is civil engineering constructed in rock and soil and includes three main types: underground, foundation, and slope engineering [...]
Wei Gao
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Energies, 2019 Global warming and climate change caused by greenhouse gas (GHG) emissions have rapidly increased the occurrence of abnormal climate events, and both the scale and frequency of geotechnical engineering hazards (GEHs) accordingly.
Ilhan Chang, Minhyeong Lee, Gye-Chun Cho
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Soils and Foundations, 2021 Many problems in geotechnical engineering involve large movements or rotations, examples include natural processes such as landslides, and man-made processes such as earthmoving and pile penetration.
Charles E. Augarde +2 more
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Application of Survey Technology in Geotechnical Engineering Investigation [PDF]
E3S Web of Conferences, 2021 With the continuous development of the construction engineering industry, geotechnical engineering construction has attracted more and more attention from the society.
Gao Xiang
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