Hybrid dilated convolutional neural network for solving electromagnetic inverse scattering problems

International Journal of RF and Microwave Computer-Aided Engineering ◽

10.1002/mmce.23023 ◽

2021 ◽

Author(s):

Yan Wang ◽

Yanwen Zhao ◽

Lifeng Wu ◽

Yuyue Zhang ◽

Jun Hu

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Inverse Scattering ◽

Scattering Problems ◽

Inverse Scattering Problems ◽

Electromagnetic Inverse Scattering

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Deep Convolutional Neural Network Approach for Solving Nonlinear Inverse Scattering Problems

2019 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting ◽

10.1109/apusncursinrsm.2019.8888813 ◽

2019 ◽

Author(s):

Lianlin Li ◽

Long Gang Wang ◽

Daniel Ospina Acero ◽

Fernando L. Teixeira

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Inverse Scattering ◽

Deep Convolutional Neural Network ◽

Network Approach ◽

Scattering Problems ◽

Neural Network Approach ◽

Inverse Scattering Problems

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Physics-Inspired Convolutional Neural Network for Solving Full-Wave Inverse Scattering Problems

IEEE Transactions on Antennas and Propagation ◽

10.1109/tap.2019.2922779 ◽

2019 ◽

Vol 67 (9) ◽

pp. 6138-6148 ◽

Author(s):

Zhun Wei ◽

Xudong Chen

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Inverse Scattering ◽

Scattering Problems ◽

Full Wave ◽

Inverse Scattering Problems

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Solving Electromagnetic Inverse Scattering Problems by SVRMs: a Case of Study Towards Georadar Applications

PIERS Online ◽

10.2529/piers060907144915 ◽

2007 ◽

Vol 3 (5) ◽

pp. 741-745

Author(s):

G. Angiulli ◽

V. Barrile ◽

Matteo Cacciola

Keyword(s):

Inverse Scattering ◽

Scattering Problems ◽

Inverse Scattering Problems ◽

Electromagnetic Inverse Scattering

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FIST: A fast visualizer for fixed-frequency acoustic and electromagnetic inverse scattering problems

Simulation Modelling Practice and Theory ◽

10.1016/j.simpat.2005.04.003 ◽

2006 ◽

Vol 14 (2) ◽

pp. 177-187 ◽

Author(s):

Fabio Mazzone ◽

Joe Coyle ◽

Anna Maria Massone ◽

Michele Piana

Keyword(s):

Inverse Scattering ◽

Fixed Frequency ◽

Scattering Problems ◽

Inverse Scattering Problems ◽

Electromagnetic Inverse Scattering

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Application of artificial neural network (ANN) technique to rough surface inverse scattering problems

IEEE Antennas and Propagation Society International Symposium 1992 Digest ◽

10.1109/aps.1992.221635 ◽

1992 ◽

Author(s):

A. Ishimaru ◽

Hwang Jeng-Neng ◽

K. Yoshitomi ◽

Chen Jei-Shuan

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Rough Surface ◽

Inverse Scattering ◽

Scattering Problems ◽

Inverse Scattering Problems ◽

Artificial Neural ◽

Artificial Neural Network Ann

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On an artificial neural network for inverse scattering problems

Journal of Computational Physics ◽

10.1016/j.jcp.2021.110771 ◽

2021 ◽

pp. 110771

Author(s):

Yu Gao ◽

Hongyu Liu ◽

Xianchao Wang ◽

Kai Zhang

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Inverse Scattering ◽

Scattering Problems ◽

Inverse Scattering Problems ◽

Artificial Neural

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The Use of Differential Evolution for the Solution of Electromagnetic Inverse Scattering Problems

Differential Evolution in Electromagnetics - Evolutionary Learning and Optimization ◽

10.1007/978-3-642-12869-1_5 ◽

2010 ◽

pp. 107-131 ◽

Author(s):

A. Donelli ◽

A. Massa ◽

G. Oliveri ◽

M. Pastorino ◽

A. Randazzo

Keyword(s):

Differential Evolution ◽

Inverse Scattering ◽

Scattering Problems ◽

Inverse Scattering Problems ◽

Electromagnetic Inverse Scattering

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A Fast Proximal Gradient Algorithm to Solve Electromagnetic Inverse Scattering Problems

2019 Computing, Communications and IoT Applications (ComComAp) ◽

10.1109/comcomap46287.2019.9018664 ◽

2019 ◽

Author(s):

Zhenchao Ma ◽

Kuiwen Xu

Keyword(s):

Inverse Scattering ◽

Gradient Algorithm ◽

Scattering Problems ◽

Inverse Scattering Problems ◽

Proximal Gradient Algorithm ◽

Electromagnetic Inverse Scattering

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Numerical and analytical studies of the linear sampling method in electromagnetic inverse scattering problems

Inverse Problems ◽

10.1088/0266-5611/19/6/004 ◽

2003 ◽

Vol 19 (6) ◽

pp. 1279-1298 ◽

Author(s):

Francis Collino ◽

M Barek Fares ◽

Houssem Haddar

Keyword(s):

Inverse Scattering ◽

Sampling Method ◽

Scattering Problems ◽

Linear Sampling Method ◽

Analytical Studies ◽

Inverse Scattering Problems ◽

Electromagnetic Inverse Scattering ◽

Linear Sampling

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A new optimization method for solving electromagnetic inverse scattering problems

2016 Progress in Electromagnetic Research Symposium (PIERS) ◽

10.1109/piers.2016.7734526 ◽

2016 ◽

Author(s):

Yu Zhong ◽

Marc Lambert ◽

Dominique Lesselier

Keyword(s):

Inverse Scattering ◽

Optimization Method ◽

Scattering Problems ◽

Inverse Scattering Problems ◽

Electromagnetic Inverse Scattering

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