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To the best of the authors’ knowledge, there are no systematic papers in the literature specifically devoted to a study regarding an artificial intelligence-based modeling of the lateral confinement coefficient in CFRP wrapped RC rectangular columns using the fuzzy logic technique.

Although much attention has been given to the structural behavior of FRP-strengthened RC elements and structures considering the geometrical and mechanical characteristics, almost no information is available in the literature regarding the fuzzy logic-based modeling of the present structural engineering problem.

Therefore, without requiring a complex model structure, detailed first principles and tedious parameter estimation procedures as conducted in the conventional confinement models, implementation of a fuzzy logic methodology may be considered as an alternative contribution for modeling the mechanical response of CFRP confined RC rectangular columns.