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The approach involves utilizing BO to guide catalyst selection, synthesis and test from a virtual library of organic CNP photocatalysts. Subsequently, an expanded optimization space, encompassing factors including nickel catalyst ligand and nickel loading, is explored using BO to further enhance the reaction efficiency.

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