Block Diagram Reduction
Alcohols from Carbonyl Compounds: Reduction
Carboxylic Acids to Primary Alcohols: Hydride Reduction
Acid Halides to Alcohols: LiAlH4 Reduction
Preparation of Aldehydes and Ketones from Nitriles and Carboxylic Acids
Reduction of Alkenes: Catalytic Hydrogenation
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Scalable Syntheses of Graphene Oxide and Reduced Graphene Oxide using Cascade Design Oxidation and Highly Basic Reduction Reactions
Published on: July 3, 2025
Alec Kirkley1,2,3, Helcio Felippe4, Federico Battiston4
1University of Hong Kong, Institute of Data Science, Hong Kong SAR, China.
This study introduces an information-theoretic framework to simplify complex system analysis. It identifies and removes redundant higher-order interactions in networks, preserving essential structures for clearer understanding.
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