DNN4Rail - Physics-informed Neural Networks for Multibody Dynamics Simulation and its Application to Railway Vehicles

Multibody dynamics simulations are commonly used to analyze the dynamic behavior of complex mechanical systems such as bodies or rail vehicles. In particular, the complex mechanical system is modeled as a composition of mass-spring sub-systems. This results in a system of differential equations which has to be solved.