ENSI and Linear Analysis

Ensemble space inversion (ENSI) enables efficient, regularisation-constrained calibration of complex, highly-parameterised models. This tutorial demonstrates how linear analysis can be undertaken in partnership with the ENSI calibration. This provides estimates of parameter and predictive uncertainty at minimal numerical cost.

This tutorial is a continuation of another GMDSI tutorial. These tutorials can be done independently or sequentially. Its up to you. Ensemble space inversion is discussed in a GMDSI video that is viewable (together with lots of other videos) from the GMDSI YouTube channel