“…In recent years, researchers have mainly focused on the structure and properties of boron clusters doped with metal atoms. ,− ,− For example, single alkali metal atom doping can adjust the quasi-planar pure boron clusters (B 20 – and B 22 – ) to double-ring tubular doped boron clusters (LiB 20 – , NaB 22 – and KB 22 – ). ,,, Single transition metal atom doping can adjust quasi-planar B 12 0/– to semisandwich structure CoB 12 , RhB 12 and TaB 12 – , ,, ,, adjust double-ring tubular B 24 to cage-doped boron clusters (TiB 24 ) and three-ring tubular doped boron clusters (ScB 24 ), ,, adjust quasi-planar B 24 – to cage-doped boron clusters (TiB 24 – and VB 24 – ). , In addition, doped borospherenes MB 40 (M = Li, Na, or K) are expected to be applied in nonlinear optical materials, doped borospherenes CoB 40 and MB 40 (M = Sc, Ti) are expected to be applied in molecular devices and hydrogen storage materials, ,,, and Co- and Rh-doped boron clusters MB 12 – (M = Co, Rh) can improve chemical activity . Single metal atom-doped boron clusters BiB n – ( n = 6–8), MnB n – ( n = 6, 16), and ReB n – ( n = 3–4, 6, 8–9), CoB 16 – and two or three metal atom-doped boron clusters (M 2 B 6 (M = Mg, Ca, Sr), La 2 B 10 – , La 2 B 11 – , La 3 B 18 – , and Sc 3 B 20 ) have various unique structures. − ,, Single Pr atom-doped PrB 4 – can adjust the Pr atom to a very low oxidation state (OS) and single Pr atom-doped PrB n ( n = 7–16) have various unique structures; two metal atom-doped boron clusters Be 2 B 24 + have a four-ring tubular structure . However, nonmetallic atom-doped boron clusters have been less studied, − such as sin...…”