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We have previously investigated the Ru\u2010catalyzed hydrogenation of CO<jats:sub>2<\/jats:sub> to formate using a data\u2010driven approach. In this concept, we present the essential advances in the homogeneous hydrogenation of CO<jats:sub>2<\/jats:sub> catalyzed by Ru complexes, highlighting the application of descriptors and the potential of an intelligence\u2010assisted data\u2010driven approach.<\/jats:p>","DOI":"10.1002\/asia.202500512","type":"journal-article","created":{"date-parts":[[2025,7,8]],"date-time":"2025-07-08T04:30:27Z","timestamp":1751949027000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Boosting Homogeneous Hydrogenation of CO<sub>2<\/sub> via the Data\u2010Driven Approach"],"prefix":"10.1002","volume":"20","author":[{"given":"Min","family":"Zhang","sequence":"first","affiliation":[{"name":"Department of Pharmacy, School of Medicine Xi'an International University  Xi'an Shaanxi 710077 P. 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