Dimensionality Reduction Based Method for Design and Optimization of Optical Nanostructures Using Neural Network
Zandehshahvar, M., Hemmatyar, O., Kiarashinejad, Y., Abdollahramezani, S., Adibi, A.
In Frontiers in Optics (Optica Publishing Group, FM5C-2)
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Nanophotonics Design Platform Based on Double-Step Dimensionality Reduction
Kiarashinejad, Y., Abdollahramezani, S., Zandehshahvar, M., Hemmatyar, O., Adibi, A.
In Laser Science (Optica Publishing Group, JTu3A-4)
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Structural Colors by Fano-Resonances Supported in All-Dielectric Metasurfaces Made of HfO2
Hemmatyar, O., Abdollahramezani, S., Kiarashinejad, Y., Zandehshahvar, M., Adibi, A.
In Frontiers in Optics (Optica Publishing Group, FM5C-4)
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Deep Learning Reveals Underlying Physics of Light–Matter Interactions in Nanophotonic Devices
Kiarashinejad, Y., Abdollahramezani, S., Zandehshahvar, M., Hemmatyar, O., Adibi, A.
Advanced Theory and Simulations, 2(9), p.1900088
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Mitigating Inverse Design Complexity of Nano-Antennas Using a Novel Dimensionality Reduction Approach (Conference Presentation)
Kiarashinejad, Y., Abdollahramezani, S., Fan, T., Adibi, A.
In Photonic and Phononic Properties of Engineered Nanostructures IX (SPIE, Vol. 10927, p. 109270C)
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Full Color Generation with Fano-Type Resonant HfO2 Nanopillars Designed by a Deep-Learning Approach
Hemmatyar, O., Abdollahramezani, S., Kiarashinejad, Y., Zandehshahvar, M., Adibi, A.
Nanoscale, 11(44), pp.21266-21274
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