Inverse design of multiresonance filters via quasi-normal mode theory

We present a practical methodology for the inverse design of compact high-order/multiresonance filters in linear passive 2-port wave-scattering systems, targeting any desired transmission spectrum (such as standard pass/stop-band filters). It can deliver filters sized only a few wavelengths by incorporating overlapping resonances, in contrast to traditional designs via coupled-mode theory leading to rather large devices with spatially separated resonators. It is particularly suited for frequency spectra with sharp (passband-to-stopband) transitions, where previous "brute-force" design attempts faced severe difficulties. Our formulation allows for both large-scale topology optimization and few-variable parametrized-geometry optimization. It is an extension of a quasi-normal mode theory and analytical filter-design criteria (on the system resonances and background response) derived in our previous work. Our present optimization-oriented formulation relies solely on a scattering solver and imposes these design criteria as equality constraints with easily calculated (via the adjoint method) derivatives, so that our algorithm is numerically tractable, robust, and well-suited for large-scale inverse design. We demonstrate its effectiveness by designing 3rd- and 4th-order elliptic and Chebyshev filters for photonic metasurfaces, multilayer films, and electrical <i>LC</i>-ladder circuits.

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Publication Details

Journal
Optics Express
Published
2025-12-15
DOI
https://doi.org/10.1364/oe.579219
Primary Topic
Metamaterials and Metasurfaces Applications
Type
article
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article

Inverse design of multiresonance filters via quasi-normal mode theory

Aristeidis Karalis, Steven G. Johnson, Mo Chen
Optics Express
Metamaterials and Metasurfaces Applications
article

Inverse design of multiresonance filters via quasi-normal mode theory

Aristeidis Karalis, Steven G. Johnson, Mo Chen
article en

Abstract

We present a practical methodology for the inverse design of compact high-order/multiresonance filters in linear passive 2-port wave-scattering systems, targeting any desired transmission spectrum (such as standard pass/stop-band filters). It can deliver filters sized only a few wavelengths by incorporating overlapping resonances, in contrast to traditional designs via coupled-mode theory leading to rather large devices with spatially separated resonators. It is particularly suited for frequency spectra with sharp (passband-to-stopband) transitions, where previous "brute-force" design attempts faced severe difficulties. Our formulation allows for both large-scale topology optimization and few-variable parametrized-geometry optimization. It is an extension of a quasi-normal mode theory and analytical filter-design criteria (on the system resonances and background response) derived in our previous work. Our present optimization-oriented formulation relies solely on a scattering solver and imposes these design criteria as equality constraints with easily calculated (via the adjoint method) derivatives, so that our algorithm is numerically tractable, robust, and well-suited for large-scale inverse design. We demonstrate its effectiveness by designing 3rd- and 4th-order elliptic and Chebyshev filters for photonic metasurfaces, multilayer films, and electrical <i>LC</i>-ladder circuits.

Optics ExpressVol. 34(4)
Massachusetts Institute of Technology (US)
Openalex Percentile: Top 70%
Metamaterials and Metasurfaces Applications
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Inverse design of multiresonance filters via quasi-normal mode theory — Aristeidis Karalis, Steven G. Johnson, et al. · Optics Express (2025) | TGRS Research Map | TGRS