Prediction of Pr/Nd Element Content Based on One-Dimensional Convolution with Multi-Residual Attention Blocks

Prediction of Pr/Nd Element Content Based on One-Dimensional Convolution with Multi-Residual Attention Blocks

Insufficient color feature extraction can lead to poor prediction performance in rare earth element composition estimation. To address this issue, we propose a one-dimensional convolutional method for predicting rare earth element composition. First, images of rare earth element solutions, color spa...

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Bibliographic Details
Main Authors: Fangping Xu, Jun Chen, Jianyong Zhu
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Applied Sciences
Subjects:
component content of rare earth element
residual attention block (RAB)
recursive feature elimination (RFE)
one-dimensional convolutional neural network (1D-CNN)
prediction
Online Access:https://www.mdpi.com/2076-3417/13/19/11086

Internet

https://www.mdpi.com/2076-3417/13/19/11086

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