Dataset and graphical user interface (GUI) for probabilistic displacement capacity modeling of scoured pile-group foundations for bridges

This upload includes a machine learning (ML) dataset containing structural/geotechnical properties (input) and displacement limit states (output) of 1,000 scoured bridge pile-group foundations in sandy soils. The dataset has been used to develop explainable machine learning models, which are integrated into a graphical user interface (GUI) that can directly produce multi-level probabilistic displacement capacity models of scoured bridge pile-group foundations in sandy soils with the input of bridge uncertain properties. The developed GUI can be quickly installed by running the "GUI.exe" file in this upload.