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Updated: Jun 14, 2026

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关于微波辅助批量制备和Fe-N-C催化剂氧降低性能的机器学习研究

Qingxin Wang1, Xinrui Liu1, Siying Tao2

  • 1Beijing Key Laboratory of Bio-inspired Energy Materials and Devices, School of Energy and Power Engineering, Beihang University, Beijing 100191, People's Republic of China.

The journal of physical chemistry letters
|October 3, 2023
PubMed
概括

我们开发了一种机器学习模型,以优化氧降解反应的铁--碳 (Fe-N-C) 催化剂的合成. 前体质量被确定为影响聚合物的关键因素,影响催化剂性能.

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相关概念视频

Heterogeneous Catalysis01:22

Heterogeneous Catalysis

Heterogeneous catalysis involves a catalyst in a different phase from the reactants. It is a process where the catalyst and the reactants are in distinct phases, typically solid and gas or liquid.Most heterogeneous catalysts are metals, metal oxides, or acids. The list includes transition metals like iron (Fe), cobalt (Co), nickel (Ni), palladium (Pd), platinum (Pt), chromium (Cr), manganese (Mn), tungsten (W), silver (Ag), and copper (Cu). These metals possess partially vacant d orbitals that...