Interpretable and uncertainty-informed machine learning to accelerate the design and discovery of lead-free piezoceramics with large piezoelectric constant

Potassium sodium niobate (KNN)-based ceramics are promising alternatives to lead-contained piezoelectric materials. However, the vast design space containing numerous dopant choices and unfixed content has been a significant challenge when...