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Chenkai Mao
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Year
Heuristic recurrent algorithms for photonic Ising machines
C Roques-Carmes, Y Shen, C Zanoci, M Prabhu, F Atieh, L Jing, ...
Nature communications 11 (1), 249, 2020
1082020
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
472022
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
212022
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
92022
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
92021
Large‐area, high‐numerical‐aperture, freeform metasurfaces
Y Zhou, C Mao, E Gershnabel, M Chen, JA Fan
Laser & Photonics Reviews, 2300988, 2024
62024
Inverse-designed metasurfaces with facile fabrication parameters
Y Zhou, Y Shao, C Mao, JA Fan
Journal of Optics 26 (5), 055101, 2024
12024
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
12023
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
Conformal volumetric grayscale metamaterials with broad angle and broadband electromagnetic functionality (Conference Presentation)
JA Fan, Q Huang, LT Gan, C Mao
Metamaterials, Metadevices, and Metasystems 2022, PC1219513, 2022
2022
Supplementary Information for: Large-area, high-numerical-aperture, freeform Metasurfaces
Y Zhou, C Mao, E Gershnabel, M Chen, J Fan
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