| Tunable nanophotonics enabled by chalcogenide phase-change materials S Abdollahramezani, O Hemmatyar, H Taghinejad, A Krasnok, ... Nanophotonics 9 (5), 1189-1241, 2020 | 380 | 2020 |
| Knowledge discovery in nanophotonics using geometric deep learning Y Kiarashinejad, M Zandehshahvar, S Abdollahramezani, O Hemmatyar, ... Advanced Intelligent Systems, 2020 | 111 | 2020 |
| Deep Learning Reveals Underlying Physics of Light-matter Interactions in Nanophotonic Devices Y Kiarashinejad, S Abdollahramezani, M Zandehshahvar, O Hemmatyar, ... Advanced Theory and Simulations 2 (9), 2019 | 109 | 2019 |
| Dynamic hybrid metasurfaces S Abdollahramezani, O Hemmatyar, M Taghinejad, H Taghinejad, ... Nano letters 21 (3), 1238-1245, 2021 | 105 | 2021 |
| Full color generation with Fano-type resonant HfO nanopillars designed by a deep-learning approach O Hemmatyar, S Abdollahramezani, Y Kiarashinejad, M Zandehshahvar, ... Nanoscale, 2019 | 100 | 2019 |
| Manifold learning for knowledge discovery and intelligent inverse design of photonic nanostructures: breaking the geometric complexity M Zandehshahvar, Y Kiarashinejad, M Zhu, H Maleki, T Brown, A Adibi ACS Photonics, 2022 | 38 | 2022 |
| Toward Understanding COVID-19 Pneumonia: A Deep-learning-based Approach for Severity Analysis and Monitoring the Disease M Zandehshahvar, M van Assen, H Maleki, Y Kiarashi, C De Cecco, ... Scientific Reports, 2021 | 22 | 2021 |
| Inverse design of photonic nanostructures using dimensionality reduction: reducing the computational complexity M Zandehshahvar, Y Kiarashi, M Chen, R Barton, A Adibi Optics Letters 46 (11), 2634-2637, 2021 | 18 | 2021 |
| Metric learning: harnessing the power of machine learning in nanophotonics M Zandehshahvar, Y Kiarashi, M Zhu, D Bao, M H Javani, ... Acs Photonics 10 (4), 900-909, 2023 | 10 | 2023 |
| COVID-19 pneumonia chest radiographic severity score: variability assessment among experienced and in-training radiologists and creation of a multireader composite score … M Van Assen, M Zandehshahvar, H Maleki, Y Kiarashi, T Arleo, ... The British Journal of Radiology 95 (1134), 20211028, 2022 | 4 | 2022 |
| Structural colors by fano-resonances supported in all-dielectric metasurfaces made of hfo2 O Hemmatyar, S Abdollahramezani, Y Kiarashinejad, M Zandehshahvar, ... Frontiers in Optics, FM5C. 4, 2019 | 4 | 2019 |
| Inverse design of nanophotonic structures using a hybrid dimensionality reduction technique M Chen, M Zandehshahvar, Y Kiarashinejad, O Hemmatyar, D Umapathy, ... Frontiers in Optics, FM2A. 1, 2020 | 3 | 2020 |
| Cracking the design complexity of nanostructures using geometric deep learning M Zandehshahvar, Y Kiarashinejad, O Hemmatyar, S Abdollahramezani, ... CLEO: Science and Innovations, SF1R. 4, 2020 | 3 | 2020 |
| Dimensionality reduction based method for design and optimization of optical nanostructures using neural network M Zandehshahvar, O Hemmatyar, Y Kiarashinejad, S Abdollahramezani, ... Frontiers in Optics, FM5C. 2, 2019 | 3 | 2019 |
| Manifold learning for reducing the design complexity of photonic nanostructures M Zandehshahvar, Y Kiarashi, M Zhu, H Maleki, T Brown, A Adibi CLEO: QELS_Fundamental Science, JTu3A. 115, 2021 | 2 | 2021 |
| Geometric deep learning unlocks the underlying physics of nanostructures Y Kiarashinejad, M Zandehshahvar, S Abdollahramezani, O Hemmatyar, ... 2020 Conference on Lasers and Electro-Optics (CLEO), 1-2, 2020 | 2 | 2020 |
| Nanophotonics design platform based on double-step dimensionality reduction Y Kiarashinejad, S Abdollahramezani, M Zandehshahvar, O Hemmatyar, ... Laser Science, JTu3A. 4, 2019 | 2 | 2019 |
| Inverse Design of Nanophotonics Structures with Minimal Computation Using a Pruning Approach MH Javani, M Zandehshahvar, M Zhu, T Brown, Y Kiarashi, A Adibi CLEO: QELS_Fundamental Science, JW3B. 132, 2022 | 1 | 2022 |
| Efficient artificial intelligence techniques for inverse design and knowledge discovery in metamaterials M Zandehshahvar, Y Kiarashinejad, M Hadighe Javani, M Zhu, T Brown, ... The Journal of the Acoustical Society of America 151 (4), A254-A254, 2022 | 1 | 2022 |
| Machine learning for efficient inverse design of nanophotonics structures M Zandehshahvar, MH Javani, M Chen, T Brown, Y Kiarashi, A Adibi Photonic and Phononic Properties of Engineered Nanostructures XII, PC120100W, 2022 | 1 | 2022 |
Ali AdibiProfessor of Electrical EngineeringVerified email at ece.gatech.edu
