Implementing the Fast Full-Wave Electromagnetic Forward Solver Using the Deep Convolutional Encoder-Decoder Architecture
Author:
Affiliation:
1. Department of Mathematics, The University of Hong Kong, Hong Kong, China
2. Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong, China
Funder
Research Grants Council of Hong Kong
Asian Office of Aerospace Research and Development
NSFC
Hong Kong UGC
HKRGC GRF
Fellowship Award from the Research Grants Council of the Hong Kong Special Administrative Region, China
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Electrical and Electronic Engineering
Link
http://xplorestaging.ieee.org/ielx7/8/10021137/09933374.pdf?arnumber=9933374
Reference42 articles.
1. Adam: A method for stochastic optimization;kingma;Proc Int Conf Learn Represent,2015
2. MATLAB Deep Learning
3. ImageNet classification with deep convolutional neural networks
4. Deep-Learning Schemes for Full-Wave Nonlinear Inverse Scattering Problems
5. Two-Step Enhanced Deep Learning Approach for Electromagnetic Inverse Scattering Problems
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