Application of an LSTM model based on deep learning through X-ray fluorescence spectroscopy

BackgroundTraditional X-ray fluorescence spectrum analysis has the limitations of poor accuracy of the characteristic peak counting rate and shadow peak.PurposeThis study aims to propose a long and short term memory (LSTM) neural network model based on deep learning for the loss correction of the ch...

Full description

Bibliographic Details
Main Authors: TANG Lin, LI Yong, TANG Yufeng, LIU Ze, LIU Bingqi
Format: Article
Language:zho
Published: Science Press 2023-07-01
Series:He jishu
Subjects:
Online Access:http://www.hjs.sinap.ac.cn/thesisDetails#10.11889/j.0253-3219.2023.hjs.46.070502&lang=zh