Eigen-informed NeuralODEs: Dealing with stability and convergence issues of NeuralODEs

Tobias Thummerer, Lars Mikelsons

Using vanilla NeuralODEs to model large and/or complex systems often fails due two reasons: Stability and convergence. NeuralODEs are capable of describing stable as well as instab…