Lingzhi Li

Mixture-of-Experts Learning for Mixture-Response Interpretation and Screening of PE-ECC

Highlights A PE-ECC database comprises 383 material-level records from 90 literature sources. The MoE model predicts four PE-ECC properties with R2 values of 0.950–0.971. SHAP, ALE and response maps distinguish strength trends from tensile deformation. Binder, W/B, S/B and fiber variables show property-specific relatio...