Using an SGB Decision Tree Approach to Estimate the Properties of CRM Made by Biomass Pretreated with Ionic Liquids

The use of ionic liquids (ILs) for biomass pretreatment to produce cellulose-rich materials (CRMs) has been well proven. In this research, due to the wide range of applications and ease of using artificial intelligence procedures, on the basis of the algorithm of stochastic gradient boosting (SGB) d...

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Bibliographic Details
Main Authors: Ya-Qing Gu, Tao Shu, Bin Ge, Ping Wang, Chen Gao, Hamid Heydari
Format: Article
Language:English
Published: Hindawi Limited 2021-01-01
Series:International Journal of Chemical Engineering
Online Access:http://dx.doi.org/10.1155/2021/4107429