Artificial neural network for predicting the thermal conductivity of soils based on a systematic database

Kai-Qi Li,Qing Kang,Jia-Yan Nie,Xian-Wen Huang

Geothermics（2022）

引用 24|浏览6

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摘要

•A systematic database of soil thermal conductivity is established.•Spearman correlation coefficient ranks the importance of influencing factors.•ANN model with remarkable performance to access the thermal conductivity is proposed.

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关键词

Machine learning,Artificial neural network,Database of thermal conductivity,Spearman correlation coefficient,Prediction model

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