All-solid-state
sodium batteries (ASSBs) have attracted ever-increasing
attention due to their enhanced safety, high energy density, and the
abundance of raw materials. One of the remaining key issues for the
practical ASSB is the lack of good superionic and electrochemical
stable solid-state electrolytes (SEs). Design and manufacturing specific
functional materials used as high-performance SEs require an in-depth
understanding of the transport mechanisms and electrochemical properties
of fast sodium-ion conductors on an atomic level. On account of the
continuous progress and development of computing and programming techniques,
the advanced computational tools provide a powerful and convenient
approach to exploit particular functional materials to achieve that
aim. Herein, this review primarily focuses on the advanced computational
methods and ion migration mechanisms of SEs. Second, we overview the
recent progress on state-of-the-art solid sodium-ion conductors, including
Na-β-alumina, sulfide-type, NASICON-type, and antiperovskite-type
sodium-ion SEs. Finally, we outline the current challenges and future
opportunities. Particularly, this review highlights the contributions
of the computational studies and their complementarity with experiments
in accelerating the study progress of high-performance sodium-ion
SEs for ASSBs.