mohammed serhir
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Subwavelength micro-structure probing by binary-specialized methods: contrast source and convolutional neural networksIEEE Transactions on Antennas and Propagation, 2021, 69 (2), pp.1030-1039. ⟨10.1109/TAP.2020.3016175⟩
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hal-02472522v1
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Imaging of sub-wavelength micro-structures by time reversal and neural networks, from synthetic to laboratory-controlled dataIEEE Transactions on Antennas and Propagation, 2021, 69 (12), pp.8753-8762. ⟨10.1109/TAP.2021.3083741⟩
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hal-03112405v1
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Electromagnetic micro-structure non-destructive testing: sparsity-constrained and combined convolutional-recurrent neural networks methodsElectronics, 2020, 9 (11), pp.1750. ⟨10.3390/electronics9111750⟩
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hal-02905435v1
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On the diagnostic of a complex sub-wavelength micro-structure via machine learning tools2021 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting (APS/URSI), Dec 2021, Singapour, Singapore. Paper FR-UB.2P.9
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hal-03478788v1
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Imaging of a micro-structure: binary contrast source inversion and convolutional neural networksXXXIII General Assembly and Scientific Symposium (GASS) of the International Union of Radio Science, Aug 2020, Rome, Italy. pp.B06-02
Communication dans un congrès
hal-02906373v1
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Diagnostic électromagnétique et imagerie d'une microstructure diélectrique à l'aide de réseaux de neurones convolutionnelsHuitième conférence plénière biennale du GDR ONDES - CentraleSupélec, Oct 2019, Gif-sur-Yvette, France
Communication dans un congrès
hal-02860247v1
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Convolutional neural networks for imaging of micro-structuresThe 42nd PIERS PhotonIcs & Electromagnetics Research Symposium, Dec 2019, Xiamen, China
Communication dans un congrès
hal-02200529v1
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Diagnostic within a dielectric micro-structure: time-reversal and sparsity-constrained imaging13th European Conference on Antennas and Propagation, European Association on Antennas and Propagation (EurAAP), Apr 2019, Krakow, Poland. pp.8740223
Communication dans un congrès
hal-02074697v1
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Retrieving missing elements of a 2-D micro-structure: joint-sparsity inversion and convolutional neural networks9th International Conference on New Computational Methods for Inverse Problems, May 2019, Cachan, France
Communication dans un congrès
hal-02074720v1
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On the modeling and diagnosis of a micro-structured wire antenna system10th International Conference on Microwave and Millimeter Wave Technology (ICMMT2018), May 2018, Chengdu, China. pp.18321999, ⟨10.1109/ICMMT.2018.8563875⟩
Communication dans un congrès
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