Single-atom catalysts for the upgrading of biomass-derived molecules: an overview of their preparation, properties and applications

Developing more efficient and greener catalytic strategies for upgrading biomass to value-added chemicals and fuels is crucial for a more sustainable future. Recently, single-atom catalysts have played an important role in this mission.