An Efficient and Accurate 2W-PE Method for Solving Spatial Field Strength Based on CVNN and PINN

A two-way parabolic equation (2W-PE) method based on complex-valued neural networks (CVNNs) and a physics-informed neural network (PINN) is proposed to predict the spatial field in the environment of dielectric obstacles with high efficiency and accuracy. In the framework of the 2W-PE method, CVNNs...

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Bibliographic Details
Main Authors: An-Qi Li, Cheng-You Yin, Qian-Qian Zhang, Han Liu
Format: Article
Language:English
Published: Wiley 2023-01-01
Series:International Journal of Antennas and Propagation
Online Access:http://dx.doi.org/10.1155/2023/9485036
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