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Updated: Sep 16, 2025

Analysis of SEC-SAXS data via EFA deconvolution and Scatter
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Analysis of SEC-SAXS data via EFA deconvolution and Scatter

Published on: January 28, 2021

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在EELS光谱图像中通过3D卷积变化自动编码器进行强大的光谱异常检测

Seyfal Sultanov1,2, R A W Ayyubi2, James P Buban2

  • 1Department of Computer Science, University of Illinois Chicago, Chicago, IL, 60607, USA.

Small (Weinheim an der Bergstrasse, Germany)
|July 7, 2025
PubMed
概括

一个新的3D卷积变异自编码器 (3D-CVAE) 能够有效地检测电子能量损失光谱光谱成像 (EELS-SI) 数据中的异常. 这种自动化方法擅长识别复杂材料中的微妙光谱缺陷.

关键词:
检测异常检测异常检测卷积变化自动编码器的自动编码器.电子能量损失光谱学 电子能量损失光谱学频谱异常的发生.频谱成像技术的使用.

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