Bridging the Coordination Chemistry of Small Compounds and Metalloproteins Using Machine Learning
Kapuścińska K, Dukała Z, Doha M, Ansari E, Wang J, Brudvig G, Brooks B, Amin M. Bridging the Coordination Chemistry of Small Compounds and Metalloproteins Using Machine Learning. Journal Of Chemical Information And Modeling 2023, 64: 2586-2593. PMID: 38054243, DOI: 10.1021/acs.jcim.3c01564.Peer-Reviewed Original ResearchOxidation stateMetal ionsActive siteCambridge Crystallographic Data CentreMetal oxidation stateElectron transfer reactionsStandard reduction potentialLower oxidation statesX-ray crystallographyCoordination chemistryCryogenic electron microscopyMetal clustersTransfer reactionsReaction mechanismReduction potentialXFEL crystallographyMetalloproteinsAppropriate experimental conditionsSmall moleculesCrystallographySmall compoundsSpecific reactionElectron microscopyRemarkable efficiencyMetals