Forecasting the Bearing Capacity of Open-Ended Pipe Piles Using Machine Learning Ensemble Methods

Author:

Ozturk Baturalp123,Kodsy Antonio123,Iskander Magued123

Affiliation:

1. Research Assistant, Dept. of Civil and Urban Engineering, NYU Tandon School of Engineering, Brooklyn, NY

2. Assistant Professor, Dept. of Civil Engineering, Coventry Univ. at the Knowledge Hub, Egypt

3. Professor and Chair, Dept. of Civil and Urban Engineering, NYU Tandon School of Engineering, Brooklyn, NY.

Publisher

American Society of Civil Engineers

Reference20 articles.

1. Bagging predictors

2. Davisson M. T. (1972). “High Capacity Piles.” Proceedings of Soil Mechanics Lecture Series on Innovations in Foundation Construction ASCE Illinois Section Chicago 81–112.

3. Dennis N. D. and Olson R. E. (1983a). “Axial Capacity of Steel Pipe Piles in Clay.” Proceedings of the Conference on Geotechnical Practice on Offshore Engineering Austin TX USA 27–29 April; ASCE: Reston VA USA; pp. 370–388.

4. Dennis, N. D., and Olson, R. E. (1983b). “Axial Capacity of Steel Pipe Piles in Sand.” In Proceedings of the Conference on Geotechnical Practice on Offshore Engineering, Austin, TX, USA, 27–29 April; ASCE: Reston, VA, USA; pp. 389–402.

5. Forecasting of Pile Plugging Using Machine Learning;Kodsy A.;Acta Geotechnica,2023

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1. DIA for Classification of Soils Using Machine Learning and Computer Vision;Springer Series in Geomechanics and Geoengineering;2024

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