Abstract Evaluation of shear capacity is crucial for existing concrete buildings and bridges. Shear failure can cause an abrupt brittle loss load‐carrying capacity, leading to load redistribution progressive collapse. An internationally research scietific discourse actively ongoing on the best prediction model shear, torsion, punching with no clear consensus. A machine learning‐based strength s...