David Hapner Barzotto

Hybrid Physics-Informed Machine Learning via residual fitting for the prediction of creep and shrinkage in concrete

Recent works about data-driven analysis of concrete creep and shrinkage have enhanced structural analysis, providing more efficient results compared to standard models. Moreover, recent studies have shown strong efficiency when physics laws are coupled with machine learning (ML), an approach called physics-informed mac...