Evidence map›Paper›PMID 41374198›Full record

ArticleMaterials (Basel, Switzerland)2025

Influence of Layer Thickness and Extrusion Temperature on the Mechanical Behavior of PLA-Flax TPMS Sandwich Structures Fabricated via Fused Filament Fabrication.

Gabriele Marabello, Mohamed Chairi, Mariasofia Parisi, Guido Di Bella

Abstract read
In one paragraph

Article in Materials (Basel, Switzerland), 2025. 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

4 authors.

Gabriele MarabelloDepartment of Engineering, University of Messina, Contrada di Dio, 98166 Messina, Italy.ORCID 0009-0000-2279-8429
Mohamed ChairiDepartment of Engineering, University of Messina, Contrada di Dio, 98166 Messina, Italy.ORCID 0000-0002-9474-6633
Mariasofia ParisiDepartment of Engineering, University of Messina, Contrada di Dio, 98166 Messina, Italy.
Guido Di BellaDepartment of Engineering, University of Messina, Contrada di Dio, 98166 Messina, Italy.ORCID 0000-0002-3663-9303

Funding

European Union PRIN_2022PNRR_P2022ANETK_002
6 · The paper itself

Abstract

Triply periodic minimal surface (TPMS) sandwich structures made from PLA, reinforced with flax fibers, offer a bio-based approach to lightweight design, but their performance is sensitive to material-extrusion parameters. This study investigates the combined effects of layer height (0.16, 0.24, and 0.28 mm) and extrusion temperature (200, 220 °C) on the flexural behavior of gyroid-core PLA-flax sandwiches. Six parameter combinations were fabricated by fused filament fabrication and tested in three-point bending to obtain flexural strength and strain at failure. Post-fracture optical microscopy related mesostructure and failure mechanisms to macroscopic response. The highest strength (≈23 MPa) was found at 0.28 mm/200 °C, while the greatest strain at failure (≈0.06 mm/mm) occurred at 0.16 mm/200 °C. Two-factor ANOVA showed the significant main and interaction effects of temperature and layer height on both metrics. Fractography revealed a transition from interfacial delamination at lower temperatures and thinner layers to a more localized, cohesive rupture as interlayer bonding improved with higher temperature and thicker layers. Complementary compression tests revealed a core-dominated cellular collapse, with first-collapse stresses ranging from 6.3 to 8.2 MPa and a significant dependence on layer height and temperature (ANOVA). A gate-to-gate sustainability assessment indicated that layer height dominates printing time, energy demand, and CO

Indexed as

additive manufacturingbio-based materialsfused filament fabrication (FFF)PLA–flax compositessandwich structuressustainabilitytriply periodic minimal surface (TPMS)

Identifiers

PMID41374198
PMCPMC12693414

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Registered trials

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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.