# Predicting Max Scour Depths near Two-Pier Groups Using Ensemble Machine-Learning Models and Visualizing Feature Importance with Partial Dependence Plots and SHAP

> Research article (Journal of Computing in Civil Engineering, 2025) · cited 23× · AI/ML

**Wikidata**: [openalex:W4406283457](https://www.wikidata.org/wiki/openalex:W4406283457)  
**Source**: https://4ort.xyz/entity/predicting-max-scour-depths-near-two-pier-groups-using-ensemble-machine-learning-models-and-visualizing-feature-importan
