Synthetic data generation for system identification: leveraging knowledge transfer from similar systems

Dario Piga, Matteo Rufolo, Gabriele Maroni +2

This paper addresses the challenge of overfitting in the learning of dynamical systems by introducing a novel approach for the generation of synthetic data, aimed at enhancing mode…