Evidence map›Paper›PMID 41644605›Full record

ArticleScientific reports2026

Effective elastic properties and conductivity of minimal surface based stochastic and periodic metamaterials.

Hafiz M Abubaker, Anas A Al-Jamal, Imad Barsoum, Rashid K Abu Al-Rub

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.

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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

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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.

Hafiz M AbubakerAdvanced Digital & Additive Manufacturing (ADAM) Group, Khalifa University of Science and Technology, P.O Box 127788, Abu Dhabi, United Arab Emirates.
Anas A Al-JamalAdvanced Digital & Additive Manufacturing (ADAM) Group, Khalifa University of Science and Technology, P.O Box 127788, Abu Dhabi, United Arab Emirates.
Imad BarsoumAdvanced Digital & Additive Manufacturing (ADAM) Group, Khalifa University of Science and Technology, P.O Box 127788, Abu Dhabi, United Arab Emirates.
Rashid K Abu Al-RubAdvanced Digital & Additive Manufacturing (ADAM) Group, Khalifa University of Science and Technology, P.O Box 127788, Abu Dhabi, United Arab Emirates. rashid.abualrub@ku.ac.ae.

Funding

Khalifa University of Science, Technology and Research 8474000163
6 · The paper itself

Abstract

There has been an increasing interest in investigating the mechanical properties of cellular materials that are designed based on triply periodic minimal surfaces (TPMS) and spinodal decomposition, but there have been no studies on comprehensively estimating and comparing their effective anisotropic properties. This study numerically investigates the effective anisotropic elastic properties and thermal conductivity of stochastic-TPMS and spinodal cellular materials using the finite element method. Both sheet- and ligament-based stochastic-TPMS and spinodal cellular materials are considered and compared with periodic TPMS lattices. The spinodal cellular materials are designed using the Gaussian random field (GRF) approach, whereas stochastic TPMS cellular materials are designed using different TPMS topologies by stochastically rotating the unit-cells within randomly distributed control volumes. Periodic sheet- and ligament-based cellular materials have demonstrated superior thermal conductivity and elastic characteristics compared to their stochastic counterparts at lower relative densities. Nevertheless, when the relative density increases, the stochastic sheet- and ligament-based cellular materials have exhibited these properties that are similar to their periodic equivalents. Ligament-based cellular materials have exhibited inferior thermal conductivity and elastic properties compared to sheet-based cellular materials of the same relative density. Moreover, sheet- and ligament-based stochastic cellular materials are found to have better isotropic characteristics compared to periodic cellular materials. Our research demonstrates that stochastic TPMS-based design process can yield stochastic cellular materials with enhanced elastic characteristics when suitable topology is employed, in comparison to spinodal cellular materials. This study helps in providing guidelines to adopting the best topologies of current metamaterials for certain applications.

Indexed as

Finite element modellingGaussian random fieldMechanical propertiesSpinodal decompositionStochasticTriply periodic minimal surfaces

Identifiers

PMID41644605
PMCPMC12936204

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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.