@misc{10498/37975, year = {2025}, month = {5}, url = {http://hdl.handle.net/10498/37975}, abstract = {Sub-nano metal clusters have important physicochemical features that lead to a wide range of applications. Herein, we point out an unfailing reproducible protocol to synthesize ruthenium single-atom catalysts and ultra-small clusters supported on various silica–alumina mixed oxides. The catalysts were synthesized via a dendrimer-free, sonication-assisted route, with ruthenium loadings up to 2 wt%. Raman spectroscopy mapping revealed a wide coverage of the materials’ surfaces by ruthenium, while HAADFSTEM evidenced that 100% of the ruthenium was at the sub-nano scale, with up to 74% of the single atoms and metal clusters having an average size between 0.3 and 0.7 nm, independently of the support or the metal’s loading. These materials exhibited highly selective size-dependent catalytic performances in upgrading biomass-derived furfural into transportation biofuel additive 2,2′ -difurfurylether, with turnover frequencies up to 1148 h−1 . Ruthenium single atoms and sub-nano clusters showed an exceptional resistance to sintering, with a size variation of ±0.1 nm before and after reaction, and no metal leaching was observed.}, publisher = {MDPI}, keywords = {single atom}, keywords = {sub-nano}, keywords = {synthesis route}, keywords = {furfural}, keywords = {biomass upgrading}, keywords = {2,2′-difurfurylether}, keywords = {no sintering}, title = {Single-Atom and Sub-Nano Ruthenium Cluster Catalysts—Application to Biomass Upgrading into Biofuel Additive}, doi = {https://doi.org/10.3390/catal15050449}, author = {Tabet-Zatla, Chaima Z. and Bedrane, Sumeya and Calvino Gámez, José Juan and Cauqui López, Miguel Ángel and Dergal, Fayçal and Ziani-Cherif, Chewki and Hernández Garrido, Juan Carlos}, }