In this study, the back analysis was conducted using the DAN3D model for debris flows simulation in the Raemian and Sindonga watersheds to quantitatively analyze the influence of entrainment growth rate and rheological properties on the debris flow behavior. The numerical simulation was verified by using the field observation data obtained on July 27, 2011, at Mt. Umyeon, Seoul. The DAN3D model reasonably simulated the increase in the volume of the debris flow, due to entrainment phenomenon. Additionally, the model also provided a good estimation of the debris flow velocity. Furthermore, parametric studies confirmed that interactions between the entrainment growth rate and rheological parameters affect the debris flow velocity, thickness, volume increase, and run-out distance. The results of this study demonstrate that the DAN3D model is highly applicable for numerical simulation of debris flows with extremely rapid velocities. However, additional research should be conducted on methods to estimate the initial volume, entrainment growth rate, and rheological parameters as input data in the DAN3D model for predicting debris flow hazards.