Public Release of Dataset and Code for Accurate and intelligent determination of mechanical response of nodular piles in offshore ground

This is the public release of this repository which contains code and data to accompany the paper: Chen, X.X., Zhan, C.S., Lu, S.L. (2021). Accurate and intelligent determination of mechanical response of nodular piles in offshore ground. PLoS ONE.

This file includes the original data of axial force and shaft resistance of piles  in 'dataset.xlsx' and 'data.txt'.  The code in 'LSTM_model.m' requires software of Octave or Matlab.