Learning mechanical systems from real-world data using discrete forced Lagrangian dynamics

Martine Dyring Hansen, Elena Celledoni, Benjamin Kwanen Tapley

We introduce a data-driven method for learning the equations of motion of mechanical systems directly from position measurements, without requiring access to velocity data. This is…