When do neural ordinary differential equations generalize on complex networks?

Moritz Laber, Tina Eliassi-Rad, Brennan Klein

Neural ordinary differential equations (neural ODEs) can effectively learn dynamical systems from time series data, but their behavior on graph-structured data remains poorly under…