Single atoms in SAC structures cannot survive and tend to agglomerate because of their high surface energy. Therefore, different strategies, including defect design, special confining, and coordination during SACs fabrication, have been proposed and employed to achieve stable anchoring of the central atoms [
17], as shown in Fig.2. In addition to the stability problem of the central atoms, other factors can also influence the performance of the central sites, such as the uniformity and population of metal sites, as well as their neighboring coordination conditions [
18,
19]. Overall, the biggest challenge in the fabrication of SACs is the difficulty in reconciling the high metal loading and high dispersion of single atomic sites. When the metal loading increases, agglomeration gradually arises to form clusters or even nanoparticles. The successful dispersion of central atoms with a high metal loading of SACs is generally related to the number of defect sites on the substrate, which requires complex pretreatment. Wet chemistry and pyrolysis methods are mostly used to prepare SACs [
9,
20‒
22]. Following wet chemistry routes, capping agents such as oleylamine [
23] and triphenylphosphine [
24] are essential to protect single atoms from agglomeration. Unfortunately, these macromolecular organic species are difficult to remove and thus inevitably cover and inactivate the active sites. And the impurities can make the characterization of SACs less accurate. In addition, the trial-and-error process makes it difficult to understand the growth mechanism and guide top-down synthesis, because the duration is so short that it is difficult to capture the information through methods using nanoscale materials [
25]. For the thermal pyrolysis method, selecting the appropriate temperature, precursors, pressure, and atmosphere requires numerous trials. The migration of metal atoms is inevitable at such high temperatures. Accordingly, appropriate substrates that can effectively stabilize isolated atoms are required [
18,
19,
26,
27]. In addition, the yield ratio of isolated single-atomic active sites can also be used to measure the efficiency of different synthetic approaches.