2020

• Inverse Design of Nanophotonic Structures Using a Hybrid Dimensionality Reduction Technique
  Chen, M., Zandehshahvar, M., Kiarashinejad, Y., Hemmatyar, O., Umapathy, D., Abdollahramezani, S., Adibi, A.
  In Frontiers in Optics (Optica Publishing Group, FM2A-1)
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• Tunable Nanophotonics Enabled by Chalcogenide Phase-Change Materials
  Abdollahramezani, S., Hemmatyar, O., Taghinejad, H., Krasnok, A., Kiarashinejad, Y., Zandehshahvar, M., Alù, A., Adibi, A.
  Nanophotonics, 9(5), pp.1189-1241
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• Geometric Deep Learning Unlocks the Underlying Physics of Nanostructures
  Kiarashinejad, Y., Zandehshahvar, M., Abdollahramezani, S., Hemmatyar, O., Pourabolghasem, R., Adibi, A.
  In 2020 Conference on Lasers and Electro-Optics (CLEO)
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• Fano Resonant All-Dielectric HfO2 Metasurfaces for Full Color Generation Designed by Deep Learning
  Hemmatyar, O., Abdollahramezani, S., Kiarashinejad, Y., Zandehshahvar, M., Adibi, A.
  In CLEO: QELS_Fundamental Science (Optica Publishing Group, JW2D-34)
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• Cracking the Design Complexity of Nanostructures Using Geometric Deep Learning
  Zandehshahvar, M., Kiarashinejad, Y., Hemmatyar, O., Abdollahramezani, S., Pourabolghasem, R., Adibi, A.
  In CLEO: Science and Innovations (Optica Publishing Group, SF1R-4)
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• Electrically Programmable Phased-Array Antenna Using Phase-Change Materials
  Abdollahramezani, S., Kiarashinejad, Y., Hemmatyar, O., Zandehshahvar, M., Adibi, A.
  In CLEO: QELS_Fundamental Science (Optica Publishing Group, FW3Q-5)
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• Sample-Efficient Machine-Learning Method for Designing Photonic Nanostructures (Conference Presentation)
  Zandehshahvar, M., Kiarashinejad, Y., Abdollahramezani, S., Hemmatyar, O., Maleki, H., Adibi, A.
  In Photonic and Phononic Properties of Engineered Nanostructures X (SPIE, Vol. 11289, p. 112890O)
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• Deep-Learning-Based Design of Fano Resonant HfO2 Metasurfaces for Full Color Generation (Conference Presentation)
  Hemmatyar, O., Abdollahramezani, S., Kiarashinejad, Y., Zandehshahvar, M., Adibi, A.
  In Photonic and Phononic Properties of Engineered Nanostructures X (SPIE, Vol. 11289, p. 112890F)
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• Deep Learning Approach Based on Dimensionality Reduction for Designing Electromagnetic Nanostructures
  Kiarashinejad, Y., Abdollahramezani, S., Adibi, A.
  npj Computational Materials, 6(1), p.12
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• Knowledge Discovery in Nanophotonics Using Geometric Deep Learning
  Kiarashinejad, Y., Zandehshahvar, M., Abdollahramezani, S., Hemmatyar, O., Pourabolghasem, R., Adibi, A.
  Advanced Intelligent Systems, 2(2), p.1900132
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