Syntheses and characterizations of aluminophosphate molecular sieves AFI guided by missing value estimation on database of aluminophosphate syntheses

Na Gao, Jiyang Li*, Jinsong Li*, Jun Kong, Jihong Yu, Ruren Xu

*此作品的通讯作者

科研成果: 期刊稿件文章同行评审

6 引用 (Scopus)

摘要

Several experiments have been performed based on the results of four missing value estimation methods on the database of AlPO syntheses. The target products, aluminophosphate molecular sieves with AFI topology, have been prepared by using triethylamine (TEA), N,N-dimethylbenzylamine (BDMA) and N-(2-aminoethyl)-piperazine (AEP) as the structure-directing agents, and their structures have been characterized by PXRD, SEM, TG, CHN, ICP and NMR. The experimental results show that BP impute method is the most effective approach for estimation of missing data of microporous aluminophosphates. This work further indicates that data mining provides a useful guidance for the rational synthesis of inorganic microporous materials.

源语言英语
页(从-至)14-19
页数6
期刊Microporous and Mesoporous Materials
174
DOI
出版状态已出版 - 2013
已对外发布

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Gao, N., Li, J., Li, J., Kong, J., Yu, J., & Xu, R. (2013). Syntheses and characterizations of aluminophosphate molecular sieves AFI guided by missing value estimation on database of aluminophosphate syntheses. Microporous and Mesoporous Materials, 174, 14-19. https://doi.org/10.1016/j.micromeso.2013.02.017