2023
DOI: 10.1007/s12221-023-00433-z
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Storage Life Prediction of Carbon Fiber Composites Based on Electrical Conductivity

Zishan Yang,
Shucheng Deng,
Junying Zhang
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“…Compared with deep learning, traditional machine learning has the advantages of relatively less data requirements [18][19][20][21], low computing resource consumption, and generalization capabilities [22][23][24][25]. Among them, the BP (Back Propagation) algorithm [26,27], KNN (K-nearest neighbor) algorithm [28] and XGBOOST algorithm [29][30][31] are popular machine learning algorithms used for different purposes.…”
Section: Introductionmentioning
confidence: 99%
“…Compared with deep learning, traditional machine learning has the advantages of relatively less data requirements [18][19][20][21], low computing resource consumption, and generalization capabilities [22][23][24][25]. Among them, the BP (Back Propagation) algorithm [26,27], KNN (K-nearest neighbor) algorithm [28] and XGBOOST algorithm [29][30][31] are popular machine learning algorithms used for different purposes.…”
Section: Introductionmentioning
confidence: 99%