| Deep neural networks for the evaluation and design of photonic devices J Jiang, M Chen, JA Fan Nature Reviews Materials 6 (8), 679-700, 2021 | 423 | 2021 |
| Global Optimization of Dielectric Metasurfaces Using a Physics-Driven Neural Network J Jiang, JA Fan Nano Letters 19 (8), 5366-5372, 2019 | 370 | 2019 |
| Free-form diffractive metagrating design based on generative adversarial networks J Jiang, D Sell, S Hoyer, J Hickey, J Yang, JA Fan ACS nano 13 (8), 8872-8878, 2019 | 327 | 2019 |
| Simulator-based training of generative neural networks for the inverse design of metasurfaces J Jiang, JA Fan Nanophotonics 9 (5), 1059-1069, 2020 | 158 | 2020 |
| Robust freeform metasurface design based on progressively growing generative networks F Wen, J Jiang, JA Fan Acs Photonics 7 (8), 2098-2104, 2020 | 87* | 2020 |
| MetaNet: a new paradigm for data sharing in photonics research J Jiang, R Lupoiu, EW Wang, D Sell, J Paul Hugonin, P Lalanne, JA Fan Optics express 28 (9), 13670-13681, 2020 | 53 | 2020 |
| Label-free 3D computational imaging of spermatozoon locomotion, head spin and flagellum beating over a large volume MU Daloglu, W Luo, F Shabbir, F Lin, K Kim, I Lee, JQ Jiang, WJ Cai, ... Light: Science & Applications 7 (1), 17121-17121, 2018 | 52 | 2018 |
| High speed simulation and freeform optimization of nanophotonic devices with physics-augmented deep learning M Chen, R Lupoiu, C Mao, DH Huang, J Jiang, P Lalanne, JA Fan ACS Photonics 9 (9), 3110-3123, 2022 | 49 | 2022 |
| Design space reparameterization enforces hard geometric constraints in inverse-designed nanophotonic devices M Chen, J Jiang, JA Fan ACS Photonics 7 (11), 3141-3151, 2020 | 47 | 2020 |
| Multiobjective and categorical global optimization of photonic structures based on ResNet generative neural networks J Jiang, JA Fan Nanophotonics 10 (1), 361-369, 2020 | 40 | 2020 |
| WaveY-Net: physics-augmented deep-learning for high-speed electromagnetic simulation and optimization M Chen, R Lupoiu, C Mao, DH Huang, J Jiang, P Lalanne, JA Fan High Contrast Metastructures XI 12011, 63-66, 2022 | 21 | 2022 |
| Algorithm-driven paradigms for freeform optical engineering M Chen, J Jiang, JA Fan ACS Photonics 9 (9), 2860-2871, 2022 | 9 | 2022 |
| Physics-augmented deep learning for high-speed electromagnetic simulation and optimization M Chen, R Lupoiu, C Mao, DH Huang, J Jiang, P Lalanne, J Fan | 9 | 2021 |
| Design of racetrack ring resonator based dielectric laser accelerators H Deng, J Jiang, Y Miao, KJ Leedle, H Li, O Solgaard, RL Byer, JS Harris arXiv preprint arXiv:1701.08945, 2017 | 9 | 2017 |
| High efficiency metasurface design based on deep generative models J Jiang, D Sell, JA Fan Integrated Photonics Research, Silicon and Nanophotonics, IW1A. 5, 2019 | 8 | 2019 |
| High efficiency aperiodic metasurfaces based on variable phase shifting element spacing J Jiang, T Phan, JA Fan CLEO: QELS_Fundamental Science, FF3C. 1, 2018 | 7 | 2018 |
| Validation and characterization of algorithms and software for photonics inverse design M Chen, RE Christiansen, JA Fan, G Işiklar, J Jiang, SG Johnson, W Ma, ... JOSA B 41 (2), A161-A176, 2024 | 5 | 2024 |
| Systems and Methods for Generative Models for Design JA Fan, J Jiang US Patent App. 17/259,130, 2021 | 5 | 2021 |
| Multi-objective, robust constraints enforced global topology optimizer for optical devices J Fan, J Jiang, M Chen US Patent 11,796,794, 2023 | 3 | 2023 |
| ACS Nano 13, 8872 (2019) J Jiang, D Sell, S Hoyer, J Hickey, J Yang, JA Fan Article CAS, 0 | 2 | |
Jonathan A. FanAssistant Professor of Electrical Engineering, Stanford University在 stanford.edu 的电子邮件经过验证
