Evidence map›Paper›PMID 42345662›Full record

ReviewBiomimetics (Basel, Switzerland)2026

Marine Invertebrate-Inspired Thermal Management: Functional Materials, Structural Architectures, and Integrated Systems.

Hoejin Jung, Inhye Shin, Sunwoo Kim, Sieun Jung, Jaeik Kim, Won-Gyu Bae

Abstract readReview
In one paragraph

Review in Biomimetics (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

6 authors.

Hoejin JungDepartment of Electrical Engineering, Soongsil University, Seoul 06978, Republic of Korea.ORCID 0009-0002-1109-4471
Inhye ShinDepartment of Chemical Engineering, Soongsil University, Seoul 06978, Republic of Korea.ORCID 0009-0004-0503-4119
Sunwoo KimDepartment of Electrical Engineering, Soongsil University, Seoul 06978, Republic of Korea.ORCID 0009-0005-4034-374X
Sieun JungDepartment of Chemical Engineering, Soongsil University, Seoul 06978, Republic of Korea.ORCID 0009-0005-7322-2063
Jaeik KimDepartment of Electrical Engineering, Soongsil University, Seoul 06978, Republic of Korea.ORCID 0009-0006-8257-6354
Won-Gyu BaeDepartment of Electrical Engineering, Soongsil University, Seoul 06978, Republic of Korea.ORCID 0000-0002-2891-5056

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Marine invertebrates exhibit diverse thermoregulatory capabilities enabled by hierarchical architectures, porous skeletal frameworks, and adaptive interfaces. These biological features provide engineering cues for controlling heat conduction, convection, and radiation, particularly when lightweight and multifunctional thermal designs are required. This review surveys marine-invertebrate-inspired thermal management from an engineering perspective and synthesizes biological structure-function relationships into transferable design concepts. Literature was collected from Scopus, Web of Science, and Google Scholar. Studies were included if they (i) explicitly referenced marine invertebrate morphology, structural organization, interfacial behavior, or adaptive mechanisms and (ii) quantitatively reported thermal metrics such as thermal conductivity, heat capacity/latent heat, heat dissipation performance, or temperature modulation. To maintain biological scope while enabling cross-comparison, the review is organized across major marine invertebrate phyla frequently used in bioinspired engineering-Mollusca, Porifera, Cnidaria, Echinodermata, and Arthropoda-and the engineering literature is classified into three categories: (A) bio-inspired functional materials for thermal transport or optical-thermal control; (B) bio-inspired structural architectures that guide heat flow via hierarchical or porous geometries; and (C) integrated thermal management systems that couple multiple mechanisms at the device or system scale. Across these categories, the reviewed studies demonstrate promising routes toward electronics cooling and aerospace thermal protection. Remaining challenges include scalable fabrication over large areas, flow uniformity in microchannel-based platforms, and long-term reliability under combined pressure, salinity, and thermal cycling.

Indexed as

bio-inspired thermal engineeringheat transfermarine invertebratesthermal functional materialsthermal managementthermal management systems

Identifiers

PMID42345662
PMCPMC13296863

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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 Socratic graph.