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However, product selectivity and yield are directly influenced by the extent to which distinct adsorption behaviors toward functional groups of furan compounds are exhibited by different metals. Unfortunately, research on methodologies for evaluating such differences in adsorption capabilities across various metals remains limited. Herein, in this study, a series of catalysts were synthesized and their catalytic performance was systematically assessed. Among them, RuCo\/SBA\u201015 demonstrated the best performance, achieving complete conversion of 5\u2010hydroxymethylfurfural (HMF) with a linear alcohol yield exceeding 80%. Combined with in situ FTIR, theoretical calculations, and kinetic simulations, the first direct evidence of significantly different adsorption abilities of Ru and Co toward functional groups in different furan compounds is provided by this work. By leveraging this property, tandem catalysis involving Ru and Co was successfully realized in this study, enabling the one\u2010pot conversion of furanic molecules to linear alcohols with a yield surpassing 80%, outperforming most previously reported catalytic systems. This research provides a new idea and theoretical reference for the technical development of converting biomass derivatives into linear alcohols.<\/jats:p>","DOI":"10.1002\/anie.202525488","type":"journal-article","created":{"date-parts":[[2025,12,23]],"date-time":"2025-12-23T11:40:43Z","timestamp":1766490043000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Differential Adsorption of Functional Groups by Ru\/Co Driving Tandem Catalysis: Converting Furanic Molecules into Linear Alcohols"],"prefix":"10.1002","volume":"65","author":[{"given":"Zhendong","family":"Yu","sequence":"first","affiliation":[{"name":"College of Energy State Key Laboratory of Physical Chemistry of Solid Surfaces Xiamen University  Xiamen 361102 China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shaoyu","family":"Yuan","sequence":"additional","affiliation":[{"name":"College of Energy State Key Laboratory of Physical Chemistry of Solid Surfaces Xiamen University  Xiamen 361102 China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Renjie","family":"Huang","sequence":"additional","affiliation":[{"name":"College of Energy State Key Laboratory of Physical Chemistry of Solid Surfaces Xiamen University  Xiamen 361102 China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hong","family":"Li","sequence":"additional","affiliation":[{"name":"College of Energy State Key Laboratory of Physical Chemistry of Solid Surfaces Xiamen University  Xiamen 361102 China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yunchao","family":"Feng","sequence":"additional","affiliation":[{"name":"College of Energy State Key Laboratory of Physical Chemistry of Solid Surfaces Xiamen University  Xiamen 361102 China"},{"name":"Fujian Engineering and Research Center of Clean and High\u2010valued Technologies for Biomass Xiamen Key Laboratory of Clean and High\u2010valued Utilization 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