Atomic-level environment engineering in carbon-based single-atom catalysts: a review of theoretical insights for hydrogen evolution and triiodide reduction

Five microenvironment engineering strategies are proposed to modulate single-atom active sites, integrating computational catalysis, functional materials design, and sustainable energy applications to drive interdisciplinary advances.