| 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 |
| Maximized frequency doubling through the inverse design of nonlinear metamaterials L Raju, KT Lee, Z Liu, D Zhu, M Zhu, E Poutrina, A Urbas, W Cai ACS nano 16 (3), 3926-3933, 2022 | 22 | 2022 |
| Dynamically tunable second-harmonic generation using hybrid nanostructures incorporating phase-change chalcogenides M Zhu, S Abdollahramezani, C Li, T Fan, H Harutyunyan, A Adibi Nanophotonics 11 (11), 2727-2735, 2022 | 17 | 2022 |
| Comprehensive study of terahertz metamaterial absorber by applying a hybrid approach on its circuit analogue MP Hokmabadi, M Zhu, P Kung, SM Kim Optical Materials Express 5 (8), 1772-1783, 2015 | 13 | 2015 |
| 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 |
| Dynamically tunable third-harmonic generation with all-dielectric metasurfaces incorporating phase-change chalcogenides M Zhu, S Abdollahramezani, T Fan, A Adibi Optics Letters 46 (21), 5296-5299, 2021 | 9 | 2021 |
| Broadband-Tunable Third-Harmonic Generation Using Phase-Change Chalcogenides M Zhu, S Abdollahramezani, C Li, T Fan, H Harutyunyan, A Adibi Advanced Photonics Research 3 (10), 2200064 (1-7), 2022 | 7 | 2022 |
| Linear and nonlinear focusing using reconfigurable all-dielectric Metalens based on phase-change materials M Zhu, S Abdollahramezani, O Hemmatyar, A Adibi Laser science, JW6B. 6, 2020 | 3 | 2020 |
| Dynamically Tunable Harmonic Generation Using Hybrid Metasurfaces Incorporating Phase-Change Chalcogenides M Zhu, S Abdollahramezani, C Li, T Fan, H Harutyunyan, A Adibi CLEO: Science and Innovations, SF2N. 7, 2022 | 2 | 2022 |
| 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 |
| Tunable third-harmonic generation using low-loss phase change chalcogenides M Zhu, S Abdollahramezani, O Hemmatyar, A Adibi Photonic and Phononic Properties of Engineered Nanostructures XI 11694, 116941V, 2021 | 2 | 2021 |
| 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 |
| Tunable third-harmonic generation using phase-change chalcogenides M Zhu, S Abdollahramezani, A Adibi Nonlinear Photonics, NpM3E. 5, 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 |
| Terahertz metamaterials: Design, implementation, modeling and applications MP Hokmabadi, S Balci, J Kim, E Philip, E Rivera, M Zhu, P Kung, SM Kim Terahertz Physics, Devices, and Systems X: Advanced Applications in Industry …, 2016 | 1 | 2016 |
| Optical Kerr effect in harmonic generation metasurfaces featuring quasibound states of continuum M Zhu, C Li, S Abdollahramezani, T Fan, X Wu, TJ Walters, DK Brown, ... Photonic and Phononic Properties of Engineered Nanostructures XIII, PC1243111, 2023 | | 2023 |
| Predictions of nonlinear generation from dielectric metasurfaces using a convolutional neural network M Zhu, M Zandehshahvar, Y Kiarashinejad, S Abdollahramezani, A Adibi Photonic and Phononic Properties of Engineered Nanostructures XIII, PC1243119, 2023 | | 2023 |
| Metric learning: a new approach for defining similarity measures for nanophotonics M Zandehshahvar, Y Kiarashi, M Zhu, D Bao, MH Javani, ... Photonic and Phononic Properties of Engineered Nanostructures XIII, PC124310P, 2023 | | 2023 |
| New paradigms in manifold learning for knowledge discovery and inverse design of photonic nanostructures M Zandehshahvar, MH Javani, Y Kiarashi, M Zhu, T Brown, D Bao, ... Quantum Sensing and Nano Electronics and Photonics XIX 12430, 40-43, 2023 | | 2023 |
