Synthetic Transition Piece Dynamics and Stress Time Series modelling data

This dataset contains paired input–output sequences of structural response data.





Inputs (X): acceleration time series with dimensions N samples × N timesteps × 5 degrees of freedom (DoF).




Outputs (Y): stress values with dimensions N samples × N timesteps × 18 surface points.



The data have been downsampled to 4 Hz, corresponding to 120 seconds of input and 10 seconds of output.

All variables have been scaled using MinMaxScaler for consistency across features.

The original dataset can be accessed via the following link: https://doi.org/10.5281/zenodo.16900634