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Simulation workflow is a top-level model for the design and control of simulation process.It connects multiple simulation components with time and interaction restrictions to form a complete simulation system.Before the construction and evaluation of the component models,the validation of upper-layer simulation workflow is of the most importance in a simulation system.However,the methods especially for validating simulation workflow is very limit.Many of the existing validation techniques are domain-dependent with cumbersome questionnaire design and expert scoring.Therefore,this paper present an empirical learning-based validation procedure to implement a semi-automated evaluation for simulation workflow.