Data-driven analysis in the selective oligomerization of long-chain linear alpha olefin on zeolite catalysts: A machine learning-based parameter study

In this study, the oligomerization of 1-octene was investigated using various zeolites through both experimental and machine learning (ML) approaches. The structural characteristics of the zeolites and experimental conditions were used as input parameters to analyze the feature importance of each ke...

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Bibliographic Details
Main Authors: Sung Woo Lee, Marcel Jonathan Hidajat, Seung Hyeok Cha, Gwang-Nam Yun, Dong Won Hwang
Format: Article
Language:English
Published: Elsevier 2025-03-01
Series:Fuel Processing Technology
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Online Access:http://www.sciencedirect.com/science/article/pii/S0378382024001346
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