Could neural networks create new dynamics the way they create new images? Inspired by image fusion and style transfer, our researchers developed a neural dynamical transfer learning framework that blends features from existing systems to generate entirely new dynamics.
doi.org/10.1103/ccgv...
doi.org
Dynamics creation through neural dynamical transfer learning
Data-driven machine learning has established a robust foundation for reconstructing nonlinear dynamical systems from observations, primarily for the purposes of forecasting and control. However, most ...
