| 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 9 (2), 714-721, 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, CN De Cecco, ... Scientific Reports 11 (1), 11112, 2021 | 22 | 2021 |
| 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 |
| Fano resonant all-dielectric metasurfaces for polarization-sensitive structural coloration O Hemmatyar, Z Lu, T Brown, H Maleki, A Adibi 2020 Conference on Lasers and Electro-Optics (CLEO), 1-2, 2020 | 3 | 2020 |
| 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 |
| Sample-efficient machine-learning method for designing photonic nanostructures (Conference Presentation) M Zandehshahvar, Y Kiarashinejad, S Abdollahramezani, O Hemmatyar, ... Photonic and Phononic Properties of Engineered Nanostructures X 11289, 112890O, 2020 | 1 | 2020 |
| Accelerating Inverse Design of Nanostructures Using Manifold Learning M Zandehshahvar, Y Kiarashi, M Zhu, H Maleki, O Hemmatyar, ... NeuRIPS machine learning for engineering and modeling, 2020 | 1 | 2020 |
| Latent learning for design and knowledge discovery in nanophotonics Y Kiarashi, M Zandehshahvar, M Zhu, H Maleki, S Abdollahramezani, ... Metamaterials, Metadevices, and Metasystems 2021 11795, 1179505, 2021 | | 2021 |
| Breaking the geometric complexity of nanostructures using manifold learning M Zandehshahvar, Y Kiarashi, M Zhu, H Maleki, T Brown, A Adibi Photonic and Phononic Properties of Engineered Nanostructures XI 11694, 116940S, 2021 | | 2021 |
| Revealing the hidden capacity of artificial intelligence in nanoscience: physics-driven metric learning H Maleki, M Zandehshahvar, Y Kiarashi, M Zhu, A Adibi Photonic and Phononic Properties of Engineered Nanostructures XI 11694, 116940O, 2021 | | 2021 |
Ali AdibiProfessor of Electrical EngineeringVerified email at ece.gatech.edu
