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.本仓库现已公开发布，内含配合陈XX、詹CS、卢SL（2021年）发表于《公共科学图书馆·综合（PLoS ONE）》的论文《近海地基节状桩（nodular piles）力学响应的精准智能判定》使用的代码与数据。本文件包含`dataset.xlsx`与`data.txt`中存储的桩基轴力及桩侧阻力原始数据。`LSTM_model.m`中的代码需使用Octave或Matlab软件运行。