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Updated: Jul 25, 2025

Author Spotlight: Magnetometric Characterization of Intermediates in the Solid-State Electrochemistry of Redox-Active Metal-Organic Frameworks
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在固态化学中可解释的机器学习,对矿,矿和稀土金属间的应用:使用决策树找到描述符

Balaranjan Selvaratnam1, Anton O Oliynyk1,2, Arthur Mar1

  • 1Department of Chemistry, University of Alberta, Edmonton, Alberta T6G 2G2, Canada.

Inorganic chemistry
|June 30, 2023
PubMed
概括

本研究引入了一种用于材料发现的新机器学习方法,将域重叠 (DO) 替换为决策树 (DT),以改进描述符选择. 这种方法提高了分类材料的准确性,例如矿和螺旋.

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