Simulation tools are essential for the creation and evaluation of vehicle dynamics and control systems. These platforms offer the tools required to model, simulate, and analyze how vehicles behave in different driving situations. We examine a number of simulation platforms that are frequently employed in automotive research below, paying special attention to control system architecture, autonomous driving technologies, and vehicle dynamics.