Prediction of thermal protection performance and empirical study of flame-retardant cotton based on a combined model

Thermal protection performance (TPP) is an important index to evaluate the performance of firefighting clothing. The purpose of this work is to build a model to predict the TPP values of fabrics with fewer variables. Two properties of flame-retardant cotton were tested with TPP values under differen...

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Bibliographic Details

Published in:	Frontiers in Materials
Main Authors:	Siyuan Zhang, Keai Ma, Lijian Wang, Zhemin Zhang, Xiangyu Ye, Jinzhong Zhang, Haihang Li
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2024-09-01
Subjects:	flame-retardant cotton thermal protection performance multivariate nonlinear regression gradient boosting regression tree combined model
Online Access:	https://www.frontiersin.org/articles/10.3389/fmats.2024.1454935/full