Interpretable SHAP-bounded Bayesian Optimization for Underwater Acoustic Metamaterial Coating Design

Hansani Weeratunge, Dominic Robe, Elnaz Hajizadeh

We developed an interpretability informed Bayesian optimization framework to optimize underwater acoustic coatings based on polyurethane elastomers with embedded metamaterial featu…