Inverse Design of Perfectly-Matched Metamaterials Via Circuit-Based Surrogate Models and the Adjoint Method

Fuente: arXiv
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Main Authors: Thakkar, Shrey, Ruiz-García, Jorge, Szymanski, Luke, Gok, Gurkan, Grbic, Anthony
Format: Preprint
Published: 2025
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author Thakkar, Shrey
Ruiz-García, Jorge
Szymanski, Luke
Gok, Gurkan
Grbic, Anthony
author_facet Thakkar, Shrey
Ruiz-García, Jorge
Szymanski, Luke
Gok, Gurkan
Grbic, Anthony
contents In this work, perfectly-matched metamaterials (PMMs) are described and combined with inverse design to realize broadband devices. PMMs are discretized metamaterials with anisotropic unit cells selected from a constrained design space, referred to as perfectly-matched media. PMMs exhibit the unique property that all their unit cells are impedance-matched to each other as well as to the host medium they are embedded within under all excitations. As a result, PMM devices rely on reflectionless refractive effects to achieve a prescribed function. This property enables true time delay performance and promises broadband capabilities. Two design examples are presented to demonstrate the potential of inverse-designed PMMs: a compact, broadband beam-collimator with a prescribed amplitude taper and a multi-input multi-output beamformer exhibiting zero scan loss.
format Preprint
id arxiv_https___arxiv_org_abs_2505_01891
institution arXiv
publishDate 2025
record_format arxiv
spellingShingle Inverse Design of Perfectly-Matched Metamaterials Via Circuit-Based Surrogate Models and the Adjoint Method
Thakkar, Shrey
Ruiz-García, Jorge
Szymanski, Luke
Gok, Gurkan
Grbic, Anthony
Optics
Applied Physics
In this work, perfectly-matched metamaterials (PMMs) are described and combined with inverse design to realize broadband devices. PMMs are discretized metamaterials with anisotropic unit cells selected from a constrained design space, referred to as perfectly-matched media. PMMs exhibit the unique property that all their unit cells are impedance-matched to each other as well as to the host medium they are embedded within under all excitations. As a result, PMM devices rely on reflectionless refractive effects to achieve a prescribed function. This property enables true time delay performance and promises broadband capabilities. Two design examples are presented to demonstrate the potential of inverse-designed PMMs: a compact, broadband beam-collimator with a prescribed amplitude taper and a multi-input multi-output beamformer exhibiting zero scan loss.
title Inverse Design of Perfectly-Matched Metamaterials Via Circuit-Based Surrogate Models and the Adjoint Method
topic Optics
Applied Physics
url https://arxiv.org/abs/2505.01891