Optimal model reduction by empirical spectral methods via sampling of chaotic orbits

► A POD/Galerkin method is applied to reduce the model of a chemical reactor. ► Optimal construction of the POD basis is sought by sampling of the chaotic orbits. ► The information content of the orbits is assessed via the Shannon entropy. ► The resulting reduced model works well also far from the chaos window.