Evidence map›Paper›PMID 42213176›Full record

ArticleJournal of molecular modeling2026

Mechanical properties of 3D graphene metamaterials with primitive three-period minimal surface.

Junhao Chen, Jianzhang Huang, Yajiu Zhang, Kejing Wang, Yingjing Liang

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Article in Journal of molecular modeling, 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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5 · Who and what money

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5 authors.

Junhao ChenSchool of Civil Engineering and Transportation, Guangzhou University, Guangzhou Higher Education MegaCenter, 230 Wai Huan Xi Road, Guangzhou, 510006, Guangdong, China.
Jianzhang HuangSchool of Civil Engineering and Transportation, Guangzhou University, Guangzhou Higher Education MegaCenter, 230 Wai Huan Xi Road, Guangzhou, 510006, Guangdong, China. jhuang@gzhu.edu.cn.
Yajiu ZhangSchool of Civil Engineering and Transportation, Guangzhou University, Guangzhou Higher Education MegaCenter, 230 Wai Huan Xi Road, Guangzhou, 510006, Guangdong, China.
Kejing WangSchool of Civil Engineering and Transportation, Guangzhou University, Guangzhou Higher Education MegaCenter, 230 Wai Huan Xi Road, Guangzhou, 510006, Guangdong, China.
Yingjing LiangSchool of Civil Engineering and Transportation, Guangzhou University, Guangzhou Higher Education MegaCenter, 230 Wai Huan Xi Road, Guangzhou, 510006, Guangdong, China. yjliang@gzhu.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

contextThree-dimensional graphene metamaterials based on triply periodic minimal surfaces (TPMS) can achieve exceptional mechanical properties; however, the P-type Schwarz Primitive surface remains largely underexplored. For the first time, we quantified how unit cell size (30 Å, 45 Å, 60 Å), architectural dimensionality (0D, 1D, 2D), and tensile strain rate govern the uniaxial strength and fracture strain of pure carbon P-type multidimensional structures. Reactive molecular dynamics simulations reveal that both strength and fracture strain increase significantly as the unit cell size decreases. Furthermore, these structures exhibit distinct mechanical responses depending on their dimensionality, demonstrating a pronounced size effect. Additionally, strain rate plays a critical role: moderate strain rates facilitate atomic rearrangement and the formation of truss-like load-bearing networks, thereby enhancing load-bearing capacity. These findings establish clear structure-property relationships for scalable, ultralight carbon nano-architectures.

methodsAll atomistic tensile tests were performed with LAMMPS using the AIREBO potential to describe C-C interactions. P-type Schwarz Primitive surfaces were generated with an in-house protocol that hexagonalizes a Delaunay triangulation without Voronoi tessellation. After energy minimization and 50 ps NVT equilibration at 300 K with a Nosé-Hoover thermostat, uniaxial tension was applied in strain-control mode while the lateral cell faces remained traction-free. Stress-strain curves and atomic fracture sequences were analyzed with OVITO.

Indexed as

Graphene metamaterialsMechanical propertiesP-type Schwarz PrimitiveScale-dependent tensile responseStrain-rate dependencyTriply periodic minimal surfaces

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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.