Search Results for " Semi-empirical method"

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Development of a risk mapping along a railway

October 25, 2023 Felipe Gobbi Alvaro Pereira Bruno Denardin Fabiano Madrid Karine Liboreiro Adoniran Coelho

The Ramal Trem Turístico (RTT), a 17 km long railway between Ouro Preto and Mariana, a centenary line, currently in operation as a tourist attraction with historical importance. The railroad was built along a steep region, with hundreds of slopes, and eventually slope instabilities compromised the tour. In linear infrastructure projects, a ri...

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Use of machine learning techniques for predicting the bearing capacity of piles

October 27, 2021 Yago Ferreira Gomes Filipe Alves Neto Verri Dimas Betioli Ribeiro

Geotechnical engineers frequently rely on semi-empirical methods like Décourt-Quaresma and Meyehof’s to estimate the bearing capacity of piles. This paper proposes alternatives to these methods, presenting an approach using machine learning models for predicting the bearing capacity of precast concrete piles. It uses data samples in...

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Development of a risk mapping along a railway

Use of machine learning techniques for predicting the bearing capacity of piles

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