This paper proposes an approach to predicting fatigue crack growth under mixed-mode loading based on improved Gaussian process. In terms of analyzing the theoretical background for growth, a corresponding finite element model is built generate sufficient simulation data, which utilized obtain key parameters (e.g., stress intensity factor) And then, process achieved meet condition that factor no...