Evidence map›Paper›PMID 42605995›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

Topology-Enabled Finite-Band Absorption Framework Based on a Bioinspired Nested Dual-Loop Architecture.

Shaokang Liu, Weicheng Liao, Pinchen Luo, Mengchen Jin, Tangming Yan, Xing Zhao, Qingshan Wang

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Shaokang LiuCollege of Mechanical and Electrical Engineering, Central South University, Changsha, People's Republic of China.ORCID https://orcid.org/0000-0002-3801-8690
Weicheng LiaoCollege of Mechanical and Electrical Engineering, Central South University, Changsha, People's Republic of China.
Pinchen LuoCollege of Mechanical and Electrical Engineering, Central South University, Changsha, People's Republic of China.
Mengchen JinInstitute of Light Alloy, Central South University, Changsha, People's Republic of China.
Tangming YanSchool of Electronic Science and Engineering, University of Electronic Science and Technology of China, Chengdu, People's Republic of China.
Xing ZhaoInstitute of Light Alloy, Central South University, Changsha, People's Republic of China.
Qingshan WangCollege of Mechanical and Electrical Engineering, Central South University, Changsha, People's Republic of China.ORCID https://orcid.org/0000-0002-5300-9637

Funding

Central South University Innovation-Driven Research Programme 2023CXQD049National Natural Science Foundation of China 51705537National Natural Science Foundation of China 52075554National Natural Science Foundation of China 52475145Natural Science Foundation of the Hunan Province of China 2021JJ30841Natural Science Foundation of the Hunan Province of China 2022JJ20070Science and Technology Innovation Program of Hunan Province 2023RC3029
6 · The paper itself

Abstract

The Rozanov limit provides a fundamental causality constraint for passive electromagnetic absorbers, but practical ultrabroadband absorbers are also governed by how efficiently structural topology injects, stores, redistributes, and dissipates the available material loss. Here, we propose a topology-enabled finite-band absorption framework to evaluate structural loss utilization under fixed material and thickness constraints, rather than replacing the classical Rozanov causality theorem. Inspired by the selective transport mechanism of nuclear pore complexes, a nested dual-loop architecture is developed to create coupled energy-transport and dissipation pathways. Combined with Co/Fe3O4 dual-magnetic composites and neural-network-assisted genetic optimization, the absorber achieves continuous ultrabroadband attenuation from 2 to 40 GHz with a thickness of 11 mm. Reference comparisons with planar slab, single-loop, and pyramid structures show that the dual-loop topology provides complete band coverage and a finite-band structural utilization score of 82%. When applied to missile-scale curved surfaces, the absorber reduces the equivalent radar cross section to 1% of the metallic counterpart. This work establishes a practical topology-centered evaluation and design route for ultrabroadband, conformal electromagnetic stealth structures.

Indexed as

biomimetic structurefinite‐band absorption frameworknested structureneural network‐genetic algorithmradar cross section

Identifiers

PMID42605995
PMCPMC13479594

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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.