Evidence map›Paper›PMID 42082638›Full record

ArticleScientific reports2026

Compressive behavior of additively manufactured circular-core chiral lattice structures with CNT-reinforced PMMA: a multi-scale analysis.

Mohammad Malekzadeh, Mohammad Shishehsaz, Reza Mosalmani, Vahid Arab Maleki, Amin Yaghootian

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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.

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Mohammad MalekzadehDepartment of Mechanical Engineering, Shahid Chamran University of Ahvaz, Ahvaz, Iran.
Mohammad ShishehsazDepartment of Mechanical Engineering, Shahid Chamran University of Ahvaz, Ahvaz, Iran. mshishehsaz@scu.ac.ir.
Reza MosalmaniDepartment of Mechanical Engineering, Shahid Chamran University of Ahvaz, Ahvaz, Iran.
Vahid Arab MalekiDepartment of Mechanical Engineering, University of Maragheh, Maragheh, Iran.
Amin YaghootianDepartment of Mechanical Engineering, Shahid Chamran University of Ahvaz, Ahvaz, Iran.

Funding

Shahid Chamran University of Ahvaz SCU.EM1401.561
6 · The paper itself

Abstract

This study investigates the compressive behavior of additively manufactured chiral lattice panels fabricated from PMMA/CNT nanocomposites employing a multi-scale numerical-experimental framework. The research introduces an enhanced chiral topology featuring circular cores and utilizes a three-phase representative volume element (RVE) model-comprising the matrix, CNTs, and interphase-to determine equivalent mechanical properties. RVE analysis revealed that 0.5 wt% CNT reinforcement offers optimal performance, enhancing Young's modulus and yield stress by up to 70% and 85%, respectively. Incorporating these homogenized properties into finite element (FE) models indicated that the circular-core topology yields a 71.5% increase in peak load and superior plateau stability compared to conventional configurations. Experimental validation confirmed these trends; the enhanced structure reinforced with 0.5 wt% CNT sustained a peak force of 677 N and absorbed energy exceeding 7.7 J, representing a 137% and 54% improvement, respectively over the pristine specimen. Parametric analysis further identified a ligament thickness of 3 mm and a core radius of 3 mm as geometric optima for maximizing load-bearing capacity. The findings demonstrate that the synergistic integration of the novel chiral geometry and nanoscale reinforcement facilitates uniform stress distribution and mitigates local buckling. Consequently, the proposed multi‑scale RVE‑FE framework emerges as a robust design tool for advancing next‑generation lightweight lattice structures aimed at energy absorption and structural protection.

Indexed as

Additive manufacturingChiral lattice structureEnergy absorptionMulti-scale modelingPMMA/CNT nanocomposite

Identifiers

PMID42082638
PMCPMC13334016

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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.