State-Space Inference for Non-Linear Latent Force Models with Application to Satellite Orbit Prediction

Jouni Hartikainen, Mari Seppanen, Simo Sarkka

Latent force models (LFMs) are flexible models that combine mechanistic modelling principles (i.e., physical models) with non-parametric data-driven components. Several key applica…