Learning the Dynamics of Physical Systems from Sparse Observations with Finite Element Networks

Marten Lienen, Stephan Günnemann

We propose a new method for spatio-temporal forecasting on arbitrarily distributed points. Assuming that the observed system follows an unknown partial differential equation, we de…