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一个多功能机器学习工作流,用于对支持的金属催化剂颗粒进行高通量分析

Arda Genc1, Justin Marlowe2, Anika Jalil2

  • 1Materials Department, University of California, Santa Barbara, CA, USA.

Ultramicroscopy
|February 27, 2025
PubMed
概括

我们使用先进的视觉转换器开发了一种用于纳米粒子分析的新型AI工作流. 这种方法准确地描述了显微镜图像中的粒子大小分布,改善了材料科学研究.

关键词:
不同类型的催化剂实例细分是指实例的细分.机器学习是机器学习.颗粒分析 颗粒分析传输电子显微镜的使用

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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...