Shimol Philip

Machine learning and Weibull-based reliability analysis of impact-resistant geopolymer concrete with construction demolition waste and natural fibers

This study presents a novel impact-resistant geopolymer concrete (GPC) incorporating construction and demolition waste powder, brick waste powder, slag, recycled concrete aggregates (RCA), and natural fibers (banana, jute, and pineapple) to simultaneously enhance its mechanical p...

Explainable hybrid stacked ensemble of LSTM and DNN with SHAP-driven insights for predicting geopolymer concrete compressive strength for sustainable constructions

As the world look forward to reduce carbon emissions, it leads to the adoption of sustainable construction materials, with geopolymer concrete (GPC) emerging as a green alternative to traditional portland cement concrete. GPC, produced using industrial waste materials like fly as...