High Power Laser and Particle Beams, Volume. 34, Issue 5, 053001(2022)
Prediction of coupling cross section of hexagonal aperture array based on BP neural network
Fig. 4. Absolute difference of normalized CCS between other polarization angles and 0°
Fig. 5. Variation of normalized CCS with
Fig. 6. Histogram of relative error distribution of neural network fitting results
Fig. 7. Relation between and error of neural network fitting result 电尺寸与神经网络拟合结果误差关系图
Fig. 8. Histogram of relative error distribution of neural network prediction results
Fig. 9. Comparison of predicted values of neural network and true values
Fig. 11. Comparison of predicted values of neural network and experimental result
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Zhibin He, Liping Yan, Xiang Zhao. Prediction of coupling cross section of hexagonal aperture array based on BP neural network[J]. High Power Laser and Particle Beams, 2022, 34(5): 053001
Category: High Power Microwave Technology
Received: Dec. 20, 2021
Accepted: Mar. 18, 2022
Published Online: Jun. 2, 2022
The Author Email: Xiang Zhao (zhaoxiang@scu.edu.cn)