.... This study provides original experimental data and reliable machine learning models to aid fibre selection and efficient design of experiments for FRCs. Corresponding author Mohd Ataullah Khan (mohdataullah.khan@mahindrauniversity.edu.in) Conflicts of interest The authors declare...

... (FRP-RC) beams, particularly those without shear reinforcement, remains challenging owing to the involvement of multiple design variables. Existing models often rely on semi-empirical approaches, which can produce inconsistent results. An approach based on machine learning ( ML ) to enhance...