Thesis Enhancing automotive simulation tools with machine learning

1 Introduction Automobile manufacturers are confronted with major technological challenges regarding the development of new drive trains. On the one hand, strict legislation and regulation requiring overall and continuous reduction of fuel consumption and emission levels of new vehicles. On the other hand, rising customer demands concerning vehicle dynamics, overall comfort and affordability....