Evidence map›Paper›PMID 42737182›Full record

ArticlePolymers2026

Compressive Deformation, Damage Evolution, and Energy Absorption of 3D-Printed PLA and Short-Carbon-Fiber-Reinforced PLA Auxetic Metamaterials.

Lan Luo, Shidian Qiu, Maokai Li, Lianchao Wang, Zhengxian Liu

Abstract read
In one paragraph

Article in Polymers, 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
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0citing papers in PubMed
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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

5 authors.

Lan LuoNational Key Laboratory of Science and Technology on Advanced Composites in Special Environments, Harbin Institute of Technology (HIT), Harbin 150080, China.ORCID 0000-0003-4786-3471
Shidian QiuGuangzhou Future Additive Manufacturing Research Institute, Guangzhou 510150, China.
Maokai LiNational Key Laboratory of Science and Technology on Advanced Composites in Special Environments, Harbin Institute of Technology (HIT), Harbin 150080, China.
Lianchao WangDepartment of Materials Science, Polytechnic University of Madrid, 28040 Madrid, Spain.ORCID 0000-0001-9383-2823
Zhengxian LiuNational Key Laboratory of Science and Technology on Advanced Composites in Special Environments, Harbin Institute of Technology (HIT), Harbin 150080, China.

Funding

National Natural Science Foundation of China 12402184National Natural Science Foundation of China 12502182National Postdoctoral Program for Innovative Talents BX20230481Natural Science Foundation of Heilongjiang Province LH2023A005
6 · The paper itself

Abstract

Auxetic mechanical metamaterials convert axial compression into lateral contraction, providing deformation modes that are attractive for lightweight energy absorbers. Here, fused deposition modeling was used to fabricate polylactic acid (PLA) and 10 wt% short-carbon-fiber-reinforced PLA (CF/PLA) auxetic metamaterials with arrow, re-entrant hexagonal, star-shaped, and chiral rotating topologies. Thermal analysis, tensile testing, and three-point bending first established the effect of carbon-fiber addition on the printable matrix. Quasi-static compression experiments were then combined with finite-element simulations using pressure-dependent plasticity and ductile damage to resolve topology-dependent collapse and energy partition. Adding 10 wt% short carbon fibers increased the tensile modulus from 2.33 to 3.72 GPa and raised the plateau stresses of the auxetic structures by about 50%. The star-shaped CF/PLA metamaterial showed the highest specific energy absorption (approximately 4.7 J/g), whereas the chiral rotating topology showed the largest relative improvement, exceeding 130%. Fiber reinforcement improved stiffness and load transfer but promoted stress localization at hinges, re-entrant corners, and ligament junctions. These findings elucidate the material-topology trade-off between stiffness enhancement and localized embrittlement, offering practical guidelines for designing crashworthy 3D-printed composite metamaterials.

Indexed as

auxetic metamaterialenergy absorptionfused deposition modelingpolylactic acidshort-carbon-fiber composite

Identifiers

PMID42737182
PMCPMC13568431

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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.