Machine learning identifies efficient Ru-based electrocatalysts

Mo Zhang , Yan Wan , Yangming Lin

Chemical Synthesis ›› 2025, Vol. 5 ›› Issue (1) : 11

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Chemical Synthesis ›› 2025, Vol. 5 ›› Issue (1) :11 DOI: 10.20517/cs.2024.74
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Machine learning identifies efficient Ru-based electrocatalysts

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Pourbaix machine learning framework / acidic oxygen evolution reaction / ruthenium dissolution suppressing / stable metal oxides catalyst

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Mo Zhang, Yan Wan, Yangming Lin. Machine learning identifies efficient Ru-based electrocatalysts. Chemical Synthesis, 2025, 5(1): 11 DOI:10.20517/cs.2024.74

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Xu X,Jiang SP.Modulating metal-organic frameworks for catalyzing acidic oxygen evolution for proton exchange membrane water electrolysis.SusMat2021;1:460-81

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Hao S,Pan J.Dopants fixation of Ruthenium for boosting acidic oxygen evolution stability and activity.Nat Commun2020;11:5368 PMCID:PMC7584605

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Yao Y,Chen W.Engineering the electronic structure of single atom Ru sites via compressive strain boosts acidic water oxidation electrocatalysis.Nat Catal2019;2:304-13

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Abed J,Sanspeur RY.Pourbaix machine learning framework identifies acidic water oxidation catalysts exhibiting suppressed ruthenium dissolution.J Am Chem Soc2024;146:15740-50

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