Publications
Arya G,
Li WF,
Roques-Carmes C,
Soljačić M,
Johnson SG,
Lin Z
End-to-end Optimization of Metasurfaces for Imaging with Compressed Sensing
End-to-end Optimization of Metasurfaces for Imaging with Compressed Sensing
In
ACS Photonics,
2024.
We present a framework for the end-to-end optimization of metasurface imaging systems that reconstruct targets using compressed sensing, a technique for exploiting sparsity in imaging. Our metasurface designs approach the ideal performance of a Gaussian matrix and hence the mathematical limits of compressed sensing.
Li WF,
Arya G,
Roques-Carmes C,
Lin Z,
Johnson SG,
Soljačić M
Transcending shift-invariance in the paraxial regime via end-to-end inverse design of freeform nanophotonics
Transcending shift-invariance in the paraxial regime via end-to-end inverse design of freeform nanophotonics
In
Optics Express,
2023.
We present a method for the nanophotonic inverse design of compact imaging systems whose resolution is not constrained by paraxial shift-invariance. Our design is done end-to-end, integrating density-based full-Maxwell topology optimization with a fully iterative elastic-net reconstruction algorithm.
Cite End-to-end Optimization of Metasurfaces for Imaging with Compressed Sensing
@article{arya2024end,
author = {Arya, Gaurav and Li, William F and Roques-Carmes, Charles and Soljačić, Marin and Johnson, Steven G and Lin, Zin},
year = {2024},
month = {04},
pages = {2077–2087},
title = {End-to-End Optimization of Metasurfaces for Imaging with Compressed Sensing },
volume = {11},
journal = {ACS Photonics},
doi = {10.1021/acsphotonics.4c00259}
}Cite Transcending shift-invariance in the paraxial regime via end-to-end inverse design of freeform nanophotonics
@article{li2023transcending,
author = {Li, William F and Arya, Gaurav and Roques-Carmes, Charles and Lin, Zin and Johnson, Steven G and Soljačić, Marin},
year = {2023},
month = {07},
pages = {24260-24272},
title = {Transcending shift-invariance in the paraxial regime via end-to-end inverse design of freeform nanophotonics},
volume = {31},
journal = {Optics Express},
doi = {10.1364/OE.492553}
}