Learning Chaotic Systems and Long-Term Predictions with Neural Jump ODEs

Florian Krach, Josef Teichmann

The Path-dependent Neural Jump ODE (PD-NJ-ODE) is a model for online prediction of generic (possibly non-Markovian) stochastic processes with irregular (in time) and potentially in…