CSG compressive strength prediction based on LSTM and interpretable machine learning

CSG compressive strength prediction based on LSTM and interpretable machine learning

As a new type of environmentally friendly building material, cemented sand and gravel (CSG) has advantages distinct from those of concrete. Compressive strength is an important mechanical property of CSG. However, his method of testing is mainly by doing experiments. For this reason, a deep learning...

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Bibliographic Details
Main Authors: Tian Qingqing, Gao Hang, Guo Lei, Li Zexuan, Wang Qiongyao
Format: Article
Language:English
Published: De Gruyter 2023-11-01
Series:Reviews on Advanced Materials Science
Subjects:
long short-term memory
random forest
cemented sand and gravel
compressive strength
deep learning
machine learning
Online Access:https://doi.org/10.1515/rams-2023-0133

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