State-of-the-art XGBoost, RF and DNN based soft-computing models for PGPN piles
Machine learning (ML) has made significant advancements in predictive modelling across
many engineering sectors. However, predicting the bearing capacity of pre-bored grouted …
many engineering sectors. However, predicting the bearing capacity of pre-bored grouted …
A novel approach proposal for estimation of ultimate pile bearing capacity based on pile loading test data
İ Vural, H Kabaca, S Poyraz - Applied Sciences, 2023 - mdpi.com
Determining the ultimate bearing capacity of piled foundations has been one of the most
important problems in geotechnical engineering. It has been observed that the pile loading …
important problems in geotechnical engineering. It has been observed that the pile loading …
Prediction of bearing capacity of pile foundation using deep learning approaches
The accurate prediction of bearing capacity is crucial in ensuring the structural integrity and
safety of pile foundations. This research compares the Deep Neural Networks (DNN) …
safety of pile foundations. This research compares the Deep Neural Networks (DNN) …
Evaluation of the Bearing Capacity of the Board Pile in Collapsible Soil using A Laboratory Model
AH Mohsen, BS Albusoda - E3S Web of Conferences, 2023 - e3s-conferences.org
The pile's ultimate capacity or failure load must be computed by some criteria using load-
settlement curve data gathered during the pile load test. Many scholars have proposed …
settlement curve data gathered during the pile load test. Many scholars have proposed …