This paper provides insight into the application of discrete element modeling in the field of bulk solids handling. This is shown with examples starting with the calibration of a virtual numerical material used in the simulation to mimic the actual material's behavior. Based on the calibration of the material, solid handling problems such as the flow patterns and the stress distribution in silos are discussed.