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Showing 1–3 of 3 results
Advanced filters: Author: Jindou Yang Clear advanced filters

  • Developing universal machine learning potentials for heterogeneous catalysis still presents challenges. Recently, an element-based potential using random exploration via imaginary chemicals was developed and predicts reactions accurately across various scenarios related to catalytic systems and materials science.

    • Emmanuel Adu Fosu
    • Jindou Yang
    Research Highlights
    Nature Reviews Chemistry
    Volume: 9, P: 806

  • The sustainable synthesis of carbohydrates from CO2 is challenging due to the complexity of controlled CO2 reduction. Here a two-step method for the sustainable synthesis of C5+ carbohydrates is reported. CO2 is initially fixed into hydroxymethanesulfonate, which is then used as a formaldehyde surrogate in a formose reaction to synthesize C5+ carbohydrates.

    • Jing Li
    • Kedang Chen
    • Hailiang Wang
    Research
    Nature Synthesis
    P: 1-8