You are all cordially invited to the next AMLab colloquium on Tuesday, February 16 at 16:00 in C3.163, where Mandar Chandorkar from the Multiscale Dynamics Group at CWI will give a talk titled “Space Weather Prediction using Gaussian Process (GP) Non Linear Auto-Regressive Models ”.
Abstract: Two models for predicting the Dst geo-magnetic time series are proposed and compared.
1. Non Linear Auto-regressive (GP-NAR)
2. Non Linear Auto-regressive GP with exogenous inputs (GP-NARX)
We present the results of extensive scale model testing experiments on the OMNI data set collected from the ACE satellite.