A Framework for Automating the Parameter Determination of Crack Growth Models

•A new automated and parallelized algorithm for determining crack growth model parameters through a global optimization method.•A new type of objective function that considers the generally asymptotic nature of fatigue crack growth models based on total least squares as opposed to ordinary least squares.•An open-source software distributed freely on GitHub implementing the proposed approach that includes a software library and a graphical user interface application.