Deep learning-based reduced order models for the real-time simulation of the nonlinear dynamics of microstructures

Stefania Fresca, Giorgio Gobat, Patrick Fedeli +2

We propose a non-intrusive Deep Learning-based Reduced Order Model (DL-ROM) capable of capturing the complex dynamics of mechanical systems showing inertia and geometric nonlineari…