In this work, four spectral densities were considered and compared: (3) An empirical model was further developed for ion conduction in the layered sodium-ion conductor beta-alumina . This model is based on the BPP model, but introduces a fitting parameter β, to account for the deviation from the BPP model (see SI Text 1). The parameter has no physical basis.