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

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 in which they are embedded 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.

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Journal
IEEE Transactions on Antennas and Propagation
Published
2025-08-18
DOI
https://doi.org/10.1109/tap.2025.3597737
Primary Topic
Advanced Antenna and Metasurface Technologies
Type
article
Field-Weighted Citation Impact
0.00

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article

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

Jorge Ruiz-García, Luke Szymanski, Anthony Grbic, Gurkan Gok et al.
IEEE Transactions on Antennas and Propagation
Advanced Antenna and Metasurface Technologies
article

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

Jorge Ruiz-García, Luke Szymanski, Anthony Grbic, Gurkan Gok, Shrey Thakkar
article en

Abstract

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 in which they are embedded 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.

IEEE Transactions on Antennas and PropagationVol. 73(11)
University of Michigan (US), Radikal Therapeutics (US), MIT Lincoln Laboratory (US), Hartford Financial Services (United States)
Air Force Office of Scientific Research
Openalex Percentile: Top 71%
Advanced Antenna and Metasurface Technologies
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Inverse Design of Perfectly Matched Metamaterials via Circuit-Based Surrogate Models and the Adjoint Method — Jorge Ruiz-García, Luke Szymanski, et al. · IEEE Transactions on Antennas and Propagation (2025) | TGRS Research Map | TGRS