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Spectral encoder to extract the efficient features of Raman spectra for reliable and precise quantitative analysis 期刊论文
Spectrochimica Acta - Part A: Molecular and Biomolecular Spectroscopy, 2024, 卷号: 312
作者:  Gao, Chi;  Fan, Qi;  Zhao, Peng;  Sun, Chao;  Dang, Ruochen;  Feng, Yutao;  Hu, Bingliang;  Wang, Quan
Adobe PDF(2752Kb)  |  收藏  |  浏览/下载：77/1  |  提交时间：2024/04/08
Raman spectroscopy  Quantitative analysis  Deep learning  Spectral encoder  Feature extraction  
Fingerprint terahertz spectroscopy combined with machine learning for multicomponent mixture analysis 期刊论文
Vibrational Spectroscopy, 2023, 卷号: 128
作者:  Yan, Hui;  Fan, Wen-Hui;  Qin, Chong;  Jiang, Xiao-Qiang;  Zhang, Yu-Ming
Adobe PDF(6336Kb)  |  收藏  |  浏览/下载：68/1  |  提交时间：2023/09/08
Terahertz spectroscopy  Machine learning  Multicomponent mixtures  SMMA  SVR  
Component spectra extraction and quantitative analysis for preservative mixtures by combining terahertz spectroscopy and machine learning 期刊论文
Spectrochimica Acta - Part A: Molecular and Biomolecular Spectroscopy, 2022, 卷号: 271
作者:  Yan, Hui;  Fan, Wenhui;  Chen, Xu;  Wang, Hanqi;  Qin, Chong;  Jiang, Xiaoqiang
Adobe PDF(2170Kb)  |  收藏  |  浏览/下载：225/1  |  提交时间：2022/02/09
Preservative mixtures  Terahertz spectroscopy  Machine learning  SVD  NMF  SVR  
Effects of doping SiO2 on the defect's change in B2O3-containing phosphate based laser glasses used for high energy UV lasers 期刊论文
OPTICAL MATERIALS EXPRESS, 2017, 卷号: 7, 期号: 11, 页码: 4111-4122
作者:  Sun, Mengya;  Duan, Zhanjun;  Wang, Pengfei;  Lu, Min;  Peng, Bo
Adobe PDF(3458Kb)  |  收藏  |  浏览/下载：219/3  |  提交时间：2017/12/26
Development of low-loss lead-germanate glass for mid-infrared fiber optics: I. glass preparation optimization 期刊论文
JOURNAL OF THE AMERICAN CERAMIC SOCIETY
作者:  Wang, Pengfei;  Bei, Jiafang;  Ahmed, Naveed;  Ng, Alson Kwun Leung;  Ebendorff-Heidepriem, Heike
Adobe PDF(1354Kb)  |  收藏  |  浏览/下载：153/4  |  提交时间：2020/11/02
dehydration  lead-germanate glass  metallic Pb  mid-infrared fiber optics  scattering loss