Differentiable design of freeform diffractive optical elements for beam shaping by representing phase distribution using multi-level B-splines

The generation of a specific laser beam profile on the work surface is key to various laser beam shaping tasks, relying heavily on diffractive optical elements (DOEs). Most beam-shaping DOEs are designed using iterative Fourier transform algorithms (IFTAs), which generally have slow convergence and prone to stagnate at local minima. Moreover, the microreliefs generated by IFTAs tend to be irregular, complicating manufacturing and causing uncontrolled scattering of light. We propose a differentiable DOE design method that applies a phase-smoothness constraint using multi-level B-splines. A multi-scale gradient-descent optimization strategy, naturally linked with the multi-level B-splines, is employed to robustly determine the optimized phase distribution that is fully continuous. This, in turn, can lead to more regular DOE microreliefs, which can simplify the fabrication process and be less sensitive to changes in wavelength and working distance. Furthermore, our method can also design a fully continuous freeform lens, distinguished from most freeform lens design approaches by its foundation in physical optics rather than geometrical optics. Simulation and experimental results of several design tasks demonstrate the effectiveness of the proposed method.

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Publication Details

Journal
Optics Express
Published
2024-10-16
DOI
https://doi.org/10.1364/oe.533298
Citations
19
Primary Topic
Advanced Optical Imaging Technologies
Type
article
Field-Weighted Citation Impact
6.07

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article

Differentiable design of freeform diffractive optical elements for beam shaping by representing phase distribution using multi-level B-splines

ZeXin Feng, Qinghua Liao, Yi Luo, Mengmeng Li et al.
19 citations
Optics Express
Advanced Optical Imaging Technologies
6.07
article

Differentiable design of freeform diffractive optical elements for beam shaping by representing phase distribution using multi-level B-splines

ZeXin Feng, Qinghua Liao, Yi Luo, Mengmeng Li, Xianglong Mao, Haoqiang Wang
article en
19 citations

Abstract

The generation of a specific laser beam profile on the work surface is key to various laser beam shaping tasks, relying heavily on diffractive optical elements (DOEs). Most beam-shaping DOEs are designed using iterative Fourier transform algorithms (IFTAs), which generally have slow convergence and prone to stagnate at local minima. Moreover, the microreliefs generated by IFTAs tend to be irregular, complicating manufacturing and causing uncontrolled scattering of light. We propose a differentiable DOE design method that applies a phase-smoothness constraint using multi-level B-splines. A multi-scale gradient-descent optimization strategy, naturally linked with the multi-level B-splines, is employed to robustly determine the optimized phase distribution that is fully continuous. This, in turn, can lead to more regular DOE microreliefs, which can simplify the fabrication process and be less sensitive to changes in wavelength and working distance. Furthermore, our method can also design a fully continuous freeform lens, distinguished from most freeform lens design approaches by its foundation in physical optics rather than geometrical optics. Simulation and experimental results of several design tasks demonstrate the effectiveness of the proposed method.

Optics ExpressVol. 32(23)
Shenzhen University (CN), Xi'an Institute of Optics and Precision Mechanics (CN), Tsinghua University (CN)
National Natural Science Foundation of China, Youth Innovation Promotion Association of the Chinese Academy of Sciences, National Key Research and Development Program of China
Openalex Percentile: Top 3%
Advanced Optical Imaging Technologies
6.07
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