Accuracy of Deep Learning in Calibrating HJM Forward Curves

Fred Espen Benth, Nils Detering, Silvia Lavagnini

We price European-style options written on forward contracts in a commodity market, which we model with an infinite-dimensional Heath-Jarrow-Morton (HJM) approach. For this purpose…