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Xin Zou

Northeastern University at Qinhuangdao

China

  • Northeastern University at Qinhuangdao

SCHOLARLY PAPERS

4

DOWNLOADS

261

TOTAL CITATIONS

6

Scholarly Papers (4)

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1.

Fusion of Convolutional Neural Network with Xgboost Feature Extraction for Predicting Multi-Constituents in Corn Using Near Infrared Spectroscopy

Number of pages: 23 Posted: 11 Jun 2024
Xin Zou, Qiaoyun Wang, Yinji Chen, Jilong Wang, Shunyuan Xu, Ziheng Zhu, Chongyue Yan, Peng Shan, Shuyu Wang and Yongqing Fu
Northeastern University at Qinhuangdao, Northeastern University at Qinhuangdao, affiliation not provided to SSRN, Northeastern University at Qinhuangdao, Northeastern University at Qinhuangdao, Northeastern University (USA), Northeastern University at Qinhuangdao, Northeastern University (USA), Northeastern University at Qinhuangdao and Northumbria University - Faculty of Engineering and Environment
Downloads 117 (617,542)
Citation 2

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near-infrared spectroscopy, Convolutional neural network, XGBoost feature extraction, Activation function, Elastic net

2.

Photoacoustic Spectroscopy Based on Vertical Cruciform Multi-Stepped Photoacoustic Cell Achieving Ppb-Level Acetylene Detection

Number of pages: 19 Posted: 07 May 2024
Shunyuan Xu, Qiao yun Wang, Ziheng Zhu, Jilong Wang, Xin Zou, Zhigang Li, Daying Jiang, Ahmed Elmarakbi and Yongqing Fu
Northeastern University at Qinhuangdao, Northeastern University (USA), Northeastern University (USA), Northeastern University at Qinhuangdao, Northeastern University at Qinhuangdao, Northeastern University (USA), affiliation not provided to SSRN, Northumbria University and Northumbria University - Faculty of Engineering and Environment
Downloads 56 (1,000,027)

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photoacoustic spectroscopy, cruciform multi-stepped photoacoustic cell, C2H2 detection, trace gas detection, High sensitivity

3.

Xgboost Algorithm Assisted Multi-Component Quantitative Analysis with Raman Spectroscopy

Number of pages: 23 Posted: 29 May 2024
Qiaoyun Wang, Xin Zou, Yinji Chen, Ziheng Zhu, Chongyue Yan, Peng Shan, Shuyu Wang and Yongqing Fu
Northeastern University at Qinhuangdao, Northeastern University at Qinhuangdao, affiliation not provided to SSRN, Northeastern University (USA), Northeastern University at Qinhuangdao, Northeastern University (USA), Northeastern University at Qinhuangdao and Northumbria University - Faculty of Engineering and Environment
Downloads 54 (1,020,567)
Citation 4

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XGBoost, Raman spectroscopy, Linear regression, Multilayer perceptron, Glucose

4.

High-Sensitivity Narrow‑Frequency T-Shaped Cantilever Fabry-Perot Acoustic Sensor for Photoacoustic Spectroscopy

Number of pages: 22 Posted: 19 Apr 2024
Jilong Wang, Qiaoyun Wang, Chongyue Yan, Shunyuan Xu, Xin Zou, Qiang Wu, Wai Pang Ng, Yongqing Fu and Yongqing Fu
Northeastern University at Qinhuangdao, Northeastern University at Qinhuangdao, Northeastern University at Qinhuangdao, Northeastern University at Qinhuangdao, Northeastern University at Qinhuangdao, Northumbria University, Northumbria University, Northumbria University and Northumbria University - Faculty of Engineering and Environment
Downloads 34 (1,263,436)

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Fiber-optic acoustic sensor, Fabry-Perot sensor, T-shaped cantilever, Photoacoustic spectroscopy, Acetylene detection