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CNN-SVR用于MAX-DOAS预测对流层NO_2廓线 期刊论文
光学学报, 2022, 卷号: 42
作者:  潘屹峰;  田鑫;  谢品华;  李昂;  徐晋;  任博;  黄骁辉;  田伟;  王子杰
收藏  |  浏览/下载：27/0  |  提交时间：2023/11/10
atmospheric optics  convolutional neural network  support vector regression machine  multi-axis differential absorption spectroscopy  tropospheric NO_2 profile  大气光学  卷积神经网络  支持向量回归机  多轴差分吸收光谱  对流层NO_2廓线  
Separation and analysis method of overlapping absorption spectra with cross interference in gas mixture measurement 期刊论文
ACTA PHYSICA SINICA, 2021, 卷号: 70
作者:  Wang Qian-Jin;  Sun Peng-Shuai;  Zhang Zhi-Rong;  Zhang Le-Wen;  Yang Xi;  Wu Bian;  Pang Tao;  Xia Hua;  Li Qi-Yong
收藏  |  浏览/下载：80/0  |  提交时间：2021/08/30
tunable diode laser absorption spectroscopy (TDLAS)  gas mixture  overlapping spectral lines  support vector regression  
Research on a Quantitative Regression Model of the Infrared Spectrum Based on the Integrated Learning Algorithm 期刊论文
SPECTROSCOPY AND SPECTRAL ANALYSIS, 2021, 卷号: 41
作者:  Jiang Wei-wei;  Lu Chang-hua;  Zhang Yu-jun;  Ju Wei;  Wang Ji-zhou;  Ou Chun-sheng;  Xiao Ming-xia
收藏  |  浏览/下载：76/0  |  提交时间：2021/06/21
Integrated learning  Support vector machine  GBDT  Quantitative regression  
New methods for prediction of elastic constants based on density functional theory combined with machine learning 期刊论文
COMPUTATIONAL MATERIALS SCIENCE, 2017, 卷号: 138, 页码: 135-148
作者:  Wang, Juan;  Yang, Xiaoyu;  Zeng, Zhi;  Zhang, Xiaoli;  Zhao, Xushan;  Wang, Zongguo
收藏  |  浏览/下载：56/0  |  提交时间：2018/08/16
Prediction Of Elastic Constants  Materials Informatics  Dft Calculation  Neural Network  General Regression Neural Network  Support Vector Regression