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Open AccessJournal ArticleDOI

Inverse design and demonstration of high-performance wide-angle diffractive optical elements

TLDR
A new strategy for optimizing high-performance and wide-angle diffractive optical elements is introduced, offering unprecedented control over the power distribution among the desired diffraction orders with only low requirements with respect to computational power.
Abstract
Diffractive optical elements are ultra-thin optical components required for constructing very compact optical 3D sensors. However, the required wide-angle diffractive 2D fan-out gratings have been elusive due to design challenges. Here, we introduce a new strategy for optimizing such high-performance and wide-angle diffractive optical elements, offering unprecedented control over the power distribution among the desired diffraction orders with only low requirements with respect to computational power. The microstructure surfaces were designed by an iterative gradient optimization procedure based on an adjoint-state method, capable to account for application-dependent target functions while ensuring compatibility with existing fabrication processes. The results of the experimental characterization confirm the simulated tailored power distributions and optical efficiencies of the fabricated elements.

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Citations
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Journal ArticleDOI

Efficient design of a dielectric metasurface with transfer learning and genetic algorithm

TL;DR: The scheme provides an efficient and promising design method for phase-modulating metasurface through employing the transfer learning technology and genetic algorithm and the target meta-atoms can be optimized readily without increasing a large dataset through transfer learning.
Journal ArticleDOI

Free-form optimization of nanophotonic devices: from classical methods to deep learning

TL;DR: Free-form nanophotonics: Free-form design schemes for photonic devices have been widely discussed in the literature as discussed by the authors , with a focus on free-form optimization of nanophotonic devices.
Journal ArticleDOI

Leveraging Continuous Material Averaging for Inverse Electromagnetic Design

TL;DR: In this article, the shape and topology optimization of a non-adiabatic waveguide taper between a narrow and wide waveguide is optimized by smoothing abrupt material interfaces, which leads to a very low insertion loss of only 0.041 dB at 1550 nm.
References
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Journal ArticleDOI

Introduction to Fourier Optics

Joseph W. Goodman, +1 more
- 01 Apr 1969 - 
TL;DR: The second edition of this respected text considerably expands the original and reflects the tremendous advances made in the discipline since 1968 as discussed by the authors, with a special emphasis on applications to diffraction, imaging, optical data processing, and holography.
Journal ArticleDOI

A limited memory algorithm for bound constrained optimization

TL;DR: An algorithm for solving large nonlinear optimization problems with simple bounds is described, based on the gradient projection method and uses a limited memory BFGS matrix to approximate the Hessian of the objective function.
Journal ArticleDOI

Algorithm 778: L-BFGS-B: Fortran subroutines for large-scale bound-constrained optimization

TL;DR: L-BFGS-B is a limited-memory algorithm for solving large nonlinear optimization problems subject to simple bounds on the variables, intended for problems in which information on the Hessian matrix is difficult to obtain, or for large dense problems.
Journal ArticleDOI

Formulation for stable and efficient implementation of the rigorous coupled-wave analysis of binary gratings

TL;DR: In this paper, the authors presented a stable and efficient numerical implementation of the analysis technique for one-dimensional binary gratings for both TE and TM polarization and for the general case of conical diffraction.
Journal ArticleDOI

On projection methods, convergence and robust formulations in topology optimization

TL;DR: It is shown that simple projection methods do not ensure localMesh convergence and a modified robust topology optimization formulation based on erosion, intermediate and dilation projections is proposed that ensures both global and local mesh-convergence.
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