Abstract Engine tests are both costly and time consuming in developing a new internal combustion engine. Therefore, it is of great importance to predict engine characteristics with high accuracy using artificial intelligence. Thus, possible reduce testing costs speed up the development process. Deep Learning an effective intelligence method that shows performance many research areas through its...