Evidence map›Paper›PMID 41988728›Full record

ArticleAdvanced materials (Deerfield Beach, Fla.)2026

Wavelength-Dependent 3D Printing: Introducing 3D Printed Action Plots.

Federica Sbordone, Lauren Geurds, Joshua A Carroll, Yanan Xu, Alicia K Finch, Filip Petko, Andrzej Świeży, Joanna Ortyl, Christopher Barner-Kowollik

Abstract read
In one paragraph

Article in Advanced materials (Deerfield Beach, Fla.), 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

9 authors.

Federica SbordoneInstitute of Functional Interfaces (IFG), Karlsruhe Institute of Technology (KIT), Hermann-von-Helmholtz-Platz 1, Eggenstein-Leopoldshafen, Germany.
Lauren GeurdsSchool of Chemistry and Physics, Centre for Materials Science, Queensland University of Technology (QUT), 2 George Street, Brisbane, Queensland, Australia.
Joshua A CarrollSchool of Chemistry and Physics, Centre for Materials Science, Queensland University of Technology (QUT), 2 George Street, Brisbane, Queensland, Australia.
Yanan XuCentral Analytical Research Facility, Queensland University of Technology, 2 George Street, Brisbane, Queensland, Australia.
Alicia K FinchSchool of Chemistry and Physics, Centre for Materials Science, Queensland University of Technology (QUT), 2 George Street, Brisbane, Queensland, Australia.
Filip PetkoDepartment of Biotechnology and Physical Chemistry, Faculty of Chemical Engineering and Technology, Cracow University of Technology, Warszawska 24, Cracow, Poland.
Andrzej ŚwieżyDepartment of Biotechnology and Physical Chemistry, Faculty of Chemical Engineering and Technology, Cracow University of Technology, Warszawska 24, Cracow, Poland.
Joanna OrtylDepartment of Biotechnology and Physical Chemistry, Faculty of Chemical Engineering and Technology, Cracow University of Technology, Warszawska 24, Cracow, Poland.ORCID https://orcid.org/0000-0002-4789-7199
Christopher Barner-KowollikInstitute of Functional Interfaces (IFG), Karlsruhe Institute of Technology (KIT), Hermann-von-Helmholtz-Platz 1, Eggenstein-Leopoldshafen, Germany.ORCID https://orcid.org/0000-0002-6745-0570

Funding

Alexander von Humboldt FoundationGerman Research Foundation (DFG) EXC-2082/2-390761711National Science Centre UMO-2025/58/E/ST11/00334
6 · The paper itself

Abstract

Light-driven additive manufacturing is a key technology that relies on the ability of photons to effectively initiate the curing of a photoresin. We have previously demonstrated via photochemical action plots that irradiating a chromophore at its maximum wavelength of absorption does not necessarily lead to a photochemical process with the highest efficiency. Today, action plots are considered a powerful methodology to access wavelength-resolved photochemical reactivity. However, there is currently no study that translates the knowledge gained from solution-based photopolymerization action plots to light-driven 3D printing. Herein, we investigate the reactivity of a photoresin system and the formation of a cured polymer network using a stereolithography 3D printing set-up coupled with a monochromatic wavelength tunable laser system, carefully determining the effect of disparate monochromatic wavelengths on the printing outcome in analogy to solution photochemical action plots. We find that although the reactivity of the resin used herein, and subsequent material properties, are not fully aligned with the solution action plot of the solution photopolymerization using the same photoinitiator, a 3D Printed Action Plot (3D-PAP) revealed that curing the photoresin at longer wavelengths results in efficient 3D printing and superior mechanical properties in line with the red-shifted highest reactivity observed for the solution photopolymerization.

Indexed as

material properties of 3D printed objectsphotochemical action plotswavelength resolved 3D printing

Identifiers

PMID41988728
PMCPMC13173393

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.