Evidence map›Paper›PMID 42140998›Full record

ArticleScientific reports2026

Development of 3D printable temperature-sensitive resin.

Daiki Kurihara, Nicholas Slusher, Hirotaka Sakaue

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

3 authors.

Daiki KuriharaDepartment of Aerospace Mechanical Engineering, University of Notre Dame, Notre Dame, IN, USA.
Nicholas SlusherDepartment of Aerospace Mechanical Engineering, University of Notre Dame, Notre Dame, IN, USA.
Hirotaka SakaueDepartment of Aerospace Mechanical Engineering, University of Notre Dame, Notre Dame, IN, USA. hsakaue@nd.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Internal temperature measurements are vital for the development in the industrial, electronic, and aerospace fields for a variety of applications, from heat exchangers to material selection. Specifically, advancements in additive manufacturing and 3D printing have enabled these fields to rapidly prototype and produce complex geometries at much lower costs. However, these designs will require testing and validation via internal temperature measurements before widespread use, which is further complicated by the increased complexity. These internal temperature measurements will ideally have spatial and temporal resolutions to aid calculations such as heat transfer. This study proposes a temperature-sensitive resin (TSR) by combining a commercially available 3D-curable resin with a thermographic luminophore and demonstrates that the TSR layer is temperature sensitive. It is demonstrated that the TSR can be used with a commercially available 3D printer and that testing equipment can measure the internal temperature along a 2D slice of a 3D-printed model by monitoring luminescent output. This temperature-sensitive resin and measurement technique, if further developed, may provide internal temperature measurements with high spatial and temporal resolution for potential use in the development of items such as heat exchangers, microfluidic devices, and aerospace bodies.

Indexed as

3D PrintingAdditive manufacturingTemperature measurementsTemperature-Sensitive probe

Identifiers

PMID42140998
PMCPMC13396227

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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 OpenQuestion graph.