Research on determining the piles bearing capacity using a random forest model considering the randomness of the soil data

In this study, an advanced machine learning model based on artificial intelligence, the Random Forest, was developed and applied to predict the bearing capacity of piles. This model is used as a predefined model applied in the MonteCarlo simulation method to determine the reliability of the pile-bearing capacity.