Prediction of concrete and FRC properties at high temperature using machine and deep learning: a review of recent advances and future perspectives

NF Alkayem, L Shen, A Mayya, PG Asteris, R Fu… - Journal of Building …, 2023 - Elsevier
Concrete structures when exposed to elevated temperature significantly decline their
original properties. High temperatures substantially affect the concrete physical and …

[HTML][HTML] Hybrid machine learning approach to prediction of the compressive and flexural strengths of UHPC and parametric analysis with shapley additive …

P Das, A Kashem - Case Studies in Construction Materials, 2024 - Elsevier
Ultra-high-performance concrete (UHPC) is a sustainable construction material; it can be
applied as a substitute for cement concrete. Artificial intelligence methods have been used …

Prediction of compressive strength of high-performance concrete using optimization machine learning approaches with SHAP analysis

MM Islam, P Das, MM Rahman, F Naz… - Journal of Building …, 2024 - Springer
Forecasting the compressive strength of high-performance concrete (HPC) is crucial for its
practical applications. However, conducting experimental tests for this purpose demands …

[PDF][PDF] Case Studies in Construction Materials

P Das, A Kashem - researchgate.net
Ultra-high-performance concrete (UHPC) is a sustainable construction material; it can be
applied as a substitute for cement concrete. Artificial intelligence methods have been used …