Energy-based crack initiation model for load-related top-down cracking in asphalt pavement

•Mechanisms of load-related top-down cracking initiation are investigated.•An energy-based top-down cracking initiation model is developed.•The model is used to predict top-down cracking of six sections at NCAT Test Track.•The model prediction results are in good agreement with the field observations.