Towards Model Discovery Using Domain Decomposition and PINNs

Tirtho S. Saha, Alexander Heinlein, Cordula Reisch

We enhance machine learning algorithms for learning model parameters in complex systems represented by ordinary differential equations (ODEs) with domain decomposition methods. The…