Catalysis

Engineering

Small-angle X-ray scattering

Materials science

Embedded system

Scattering

Absorption (acoustics)

Computer science

Chemical engineering

X-ray absorption spectroscopy

Physics

Nanotechnology

Organic chemistry

Optics

Characterization (materials science)

Atom (system on chip)

Composite material

Chemistry

Absorption spectroscopy

Small Methods

Single-atom and subnanocluster catalysts (SSCs) represent a highly promising class of low-cost materials with high catalytic activity and high atom-utilization efficiency. However, SSCs are susceptible to undergo restructuring during the reactions. Exploring the active sites of catalysts through in situ characterization techniques plays a critical role in studying reaction mechanism and guiding the design of optimum catalysts. In situ X-ray absorption spectroscopy/small-angle X-ray scattering (XAS/SAXS) is promising and widely used for monitoring electronic structure, atomic configuration, and size changes of SSCs during real-time working conditions. Unfortunately, there is no detailed summary of XAS/SAXS characterization results of SSCs. The recent advances in applying in situ XAS/SAXS to SSCs are thoroughly summarized in this review, including the atomic structure and oxidation state variations under open circuit and realistic reaction conditions. Furthermore, the reversible transformation of single-atom catalysts (SACs) to subnanoclusters/nanoparticles and the application of in situ XAS/SAXS in subnanoclusters are discussed. Finally, the outlooks in modulating the SSCs and developing operando XAS/SAXS for SSCs are highlighted.

Operando XAS/SAXS: Guiding Design of Single‐Atom and Subnanocluster Catalysts