Evidence map›Paper›PMID 40648731›Full record

ArticleNanomaterials (Basel, Switzerland)2025

Inverse Design of Ultrathin Metamaterial Absorber.

Eunbi Jang, Junghee Cho, Chanik Kang, Haejun Chung

Abstract read
In one paragraph

Article in Nanomaterials (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Reverse Design of Three-Band Terahertz Metamaterial Sensor.Nanomaterials (Basel, Switzerland) · 2025
    Article
  5. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Eunbi JangDepartment of Artificial Intelligence Semiconductor Engineering, Hanyang University, Seoul 04763, Republic of Korea.ORCID 0000-0002-0857-1524
Junghee ChoDepartment of Electronic Engineering, Hanyang University, Seoul 04763, Republic of Korea.
Chanik KangDepartment of Artificial Intelligence, Hanyang University, Seoul 04763, Republic of Korea.ORCID 0009-0006-4592-7629
Haejun ChungDepartment of Artificial Intelligence Semiconductor Engineering, Hanyang University, Seoul 04763, Republic of Korea.ORCID 0000-0001-8959-237X

Funding

Institute for Information and Communications Technology Promotion IITP-(2025)-RS-2023-00253914Institute for Information and Communications Technology Promotion RS-2020-II201373, Hanyang UniversityInstitute for Information and Communications Technology Promotion RS-2023-00261368Institute for Information and Communications Technology Promotion RS-2024-00412644Institute for Information and Communications Technology Promotion RS-2025-02283217Korea Creative Content Agency RS-2024-00332210National Research Foundation of Korea RS-2024-0033804
6 · The paper itself

Abstract

Electromagnetic absorbers combining ultrathin profiles with robust absorptivity across wide incidence angles are essential for applications such as stealth applications, wireless communications, and quantum computing. Traditional designs, including Salisbury screens, typically require thicknesses of at least a quarter-wavelength (λ/4), restricting their use in compact systems. While metamaterial absorbers (MMAs) offer reduced thicknesses, their absorptivity generally decreases under oblique incidence conditions. Here, we introduce an adjoint optimization-based inverse design method that merges the ultrathin advantage of MMAs with the angle-insensitive characteristics of Salisbury screens. By leveraging the computational efficiency of the adjoint method, we systematically optimize absorber structures as thin as λ/20. The optimized structures achieve absorption exceeding 90% at the target frequency (7.5 GHz) and demonstrate robust performance under oblique incidence, maintaining over 90% absorption up to 50°, approximately 80% at 60°, and around 70% at 70°. Comparative analysis against particle swarm optimization further highlights the superior efficiency of the adjoint method, reducing the computational effort by approximately 98%. This inverse design framework thus provides substantial improvements in both the performance and computational cost, offering a promising solution for advanced electromagnetic absorber design.

Indexed as

absorberadjoint methodinverse designmetamaterialsultrathinwide angle

Identifiers

PMID40648731
PMCPMC12250792

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.