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Fast Multichannel Inverse Design through Augmented Partial Factorization
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DOI：10.1021/acsphotonics.3c00911.png)
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摘要
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Computer-automated design and discovery have led to high-performance nanophotonic devices with diverse functionalities. However, massively multichannel systems such as metasurfaces controlling many incident angles and photonic-circuit components coupling many waveguide modes still present a challenge. Conventional methods require M in forward simulations and M in adjoint simulations-2M in simulations in total-to compute the objective function and its gradient for a design involving the response to M in input channels. Here, we develop a formalism that uses the recently proposed augmented partial factorization method to obtain both the objective function and its gradient for a massively multichannel system in a single or a few simulations, achieving over 2 orders of magnitude speedup and reduced memory usage. We use this method to inverse design a metasurface beam splitter that separates the incident light to the target diffraction orders for all incident angles of interest, a key component of the dot projector for 3D sensing. This formalism enables efficient inverse design for a wide range of multichannel optical systems.
Keyword:
inverse design
topology optimization
augmented partial factorization
metasurface
wide field of view
期刊
IF:
6.7
论文数:
5.6K
被引数:
2.5W
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