“…The experimental studies on the size effect have demonstrated that nanomaterials exhibit better capacity retention as compared to their bulk counterparts (Ryu et al, 2011;Lee et al, 2012;Liu et al, 2012a). Many different nanostructures have been developed, such as nanoparticles (Liu et al, 2012a;Zhou et al, 2012;Shelke et al, 2017), nanospheres (Ma et al, 2007(Ma et al, , 2017, nanowires (Chan et al, 2008;Kennedy et al, 2016), nanotubes (Shim et al, 2016;Park et al, 2009), and nanocones (Zhang et al, 2010), with an improved cycling life and better performance.…”