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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：36/1  |  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：184/1  |  提交时间：2022/02/09
Preservative mixtures  Terahertz spectroscopy  Machine learning  SVD  NMF  SVR  
Genetic Deep Learning for Photonic Device Inverse Design 会议论文
2021 IEEE Photonics Conference, IPC 2021 - Proceedings, Virtual, Online, Canada, 2021-10-18
作者:  Ren, Yangming;  Zhang, Lingxuan;  Zhang, Wenfu;  Sun, Xiaochen
Adobe PDF(644Kb)  |  收藏  |  浏览/下载：106/4  |  提交时间：2022/02/10
Silicon photonics  Machine learning  Inverse design  
Classification of skin cancer based on fluorescence lifetime imaging and machine learning 会议论文
OPTICS IN HEALTH CARE AND BIOMEDICAL OPTICS X, ELECTR NETWORK, 2020-10-11
作者:  Yang, Qianqian;  Qi, Meijie;  Wu, Zhaoqing;  Liu, Lixin;  Gao, Peng;  Qu, Junle
Adobe PDF(369Kb)  |  收藏  |  浏览/下载：127/1  |  提交时间：2021/06/15
skin cancer  fluorescence lifetime  machine learning  binary classification  
Photonic Perceptron Based on a Kerr Microcomb for High-Speed, Scalable, Optical Neural Networks 期刊论文
LASER & PHOTONICS REVIEWS
作者:  Xu, Xingyuan;  Tan, Mengxi;  Corcoran, Bill;  Wu, Jiayang;  Nguyen, Thach G.;  Boes, Andreas;  Chu, Sai T.;  Little, Brent E.;  Morandotti, Roberto;  Mitchell, Arnan;  Hicks, Damien G.;  Moss, David J.
Adobe PDF(2034Kb)  |  收藏  |  浏览/下载：103/1  |  提交时间：2020/08/28
Kerr micro-comb  machine learning  optical neural networks  photonic perceptron