| 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 |
| Thermal homeostasis using microstructured phase-change materials SH Wu, M Chen, MT Barako, V Jankovic, PWC Hon, LA Sweatlock, ... Optica 4 (11), 1390-1396, 2017 | 88 | 2017 |
| 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 | 57* | 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 |
| Design of VO2-coated silicon microspheres for thermally-regulating paint M Chen, AM Morsy, ML Povinelli Optics Express 27 (15), 21787-21793, 2019 | 29 | 2019 |
| 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 |
| Reparameterization approach to gradient-based inverse design of three-dimensional nanophotonic devices E Gershnabel, M Chen, C Mao, EW Wang, P Lalanne, JA Fan ACS Photonics 10 (4), 815-823, 2022 | 11 | 2022 |
| Algorithm-driven paradigms for freeform optical engineering M Chen, J Jiang, JA Fan ACS Photonics 9 (9), 2860-2871, 2022 | 9 | 2022 |
| Large‐area, high‐numerical‐aperture, freeform metasurfaces Y Zhou, C Mao, E Gershnabel, M Chen, JA Fan Laser & Photonics Reviews, 2300988, 2024 | 7 | 2024 |
| Multi-objective, robust constraints enforced global topology optimizer for optical devices J Fan, J Jiang, M Chen US Patent 11,796,794, 2023 | 4 | 2023 |
| Freeform grayscale electromagnetic metamaterials Q Huang, LT Gan, M Chen, JA Fan Freeform Optics, JW4D. 1, 2021 | 2 | 2021 |
| Inverse-designed nanophotonic devices based on design space reparameterization Y Zhou, E Gershnabel, C Mao, M Chen, J Fan High Contrast Metastructures XII, PC124320B, 2023 | 1 | 2023 |
| Broadband, High-Efficiency, Large-Aperture Metalenses in the Visible D Woolf, A Ovcharenko, J Goodwin, M Chen, T Phan, J Hensley, JA Fan Flat Optics: Components to Systems, FTu2C. 7, 2021 | 1 | 2021 |
| Reparameterization to enforce constraints in the inverse design of metasurfaces M Chen, J Jiang, JA Fan 2020 Conference on Lasers and Electro-Optics (CLEO), 1-2, 2020 | 1 | 2020 |
| Thermal control material V Jankovic, PWC Hon, LA Sweatlock, MT Barako, MW Knight, SH Wu, ... US Patent 11,993,405, 2024 | | 2024 |
| Towards General Neural Surrogate Solvers with Specialized Neural Accelerators C Mao, R Lupoiu, T Dai, M Chen, JA Fan arXiv preprint arXiv:2405.02351, 2024 | | 2024 |
| Machine learning-enabled photonic simulation C Mao, M Chen, RC Lupoiu, JA Fan AI and Optical Data Sciences V, PC129030H, 2024 | | 2024 |
| Ultra-fast metalens optimization using conditional physics-augmented deep learning surrogate solvers R Lupoiu, C Mao, Y Shao, M Chen, JA Fan High Contrast Metastructures XIII, PC128970P, 2024 | | 2024 |
| Ultra-Fast Optimization of Aperiodic Metasurface Superpixels Using Conditional Physics-Augmented Deep Learning R Lupoiu, M Chen, Y Shao, C Mao, JA Fan Flat Optics: Components to Systems, FTh1B. 3, 2023 | | 2023 |
| SNAP-DDM: Specialized Neural Accelerator-Powered Domain Decomposition Methods C Mao, M Chen, R Lupoiu, JA Fan Flat Optics: Components to Systems, FTh1B. 1, 2023 | | 2023 |
