GNN-LSTM-based Fusion Model for Structural Dynamic Responses Prediction

GNN-LSTM-based Fusion Model for Structural Dynamic Responses Prediction 2022

Sourcehttps://github.com/Bosh-Kuo/GNN-LSTM-based-Fusion-Model-for-Structural-Dynamic-Responses-Prediction
PlatFormLinux
StackPython, Pytorch, Linux, GNN, LSTM, Seq2Seq

In this study, we developed a novel GNN-LSTM-based fusion model framework. It can predict the nonlinear responses history of acceleration, velocity, and displacement for each floor of any SMRF structure between 4 and 7 stories in height.

GNN-LSTM-based Fusion Model for Structural Dynamic Responses Prediction