Evidence map›Paper›PMID 40787839›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2025

Breaking Stiffness-Tunability Trade-offs in Metamaterials: a Minimal Surface Guided Hybrid Lattice Strategy.

Min Zhang, Kang Gao, Jinlong Liu, Zhiqiang Zou, Jie Yang, Ma Qian, Wei Zhai, Zhangming Wu

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

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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

8 authors.

Min ZhangKey Laboratory of Concrete and Prestressed Concrete Structures of the Ministry of Education, School of Civil Engineering, Southeast University, Nanjing, 211189, China.
Kang GaoKey Laboratory of Concrete and Prestressed Concrete Structures of the Ministry of Education, School of Civil Engineering, Southeast University, Nanjing, 211189, China.ORCID https://orcid.org/0000-0003-2551-1715
Jinlong LiuKey Laboratory of Concrete and Prestressed Concrete Structures of the Ministry of Education, School of Civil Engineering, Southeast University, Nanjing, 211189, China.
Zhiqiang ZouKey Laboratory of Concrete and Prestressed Concrete Structures of the Ministry of Education, School of Civil Engineering, Southeast University, Nanjing, 211189, China.
Jie YangSchool of Engineering, RMIT University, Melbourne, VIC, 3000, Australia.
Ma QianSchool of Engineering, RMIT University, Melbourne, VIC, 3000, Australia.
Wei ZhaiDepartment of Mechanical Engineering, National University of Singapore, Singapore, 117575, Singapore.
Zhangming WuSchool of Engineering, Cardiff University, The Parade, Cardiff, CF24 3AA, UK.

Funding

Fundamental Research Funds for the Central Universities 2242023K5006National Natural Science Foundation of China 52208151UKRI-EPSRC EP/Y023455/1
6 · The paper itself

Abstract

A longstanding trade-off between stiffness and tunability has significantly constrained the multifunctional potential of architected metamaterials. Here, a generalizable design framework is introduced that integrates shell- and plate-based lattice architectures via a spatially compensated Boolean fusion strategy. The design enables tunable architectures with optimized mechanical robustness. The capability is demonstrated through two representative configurations: one based on Primitive TPMS and one on IWP TPMS, each fused with simple cubic plate lattices. The resulting structures are fabricated with high geometric fidelity using PolyJet printing and evaluated across multiple scales using homogenization, quasi-static compression testing, and finite element analysis. Compared with similarly ultrastiff plate lattices, the hybrid structure achieves a 213.98% increase in the tunable range of effective elastic modulus. The hybrid lattices reach 137.34% and 110.84% of the Hashin-Shtrikman upper bound for Young's modulus at relative densities of 0.33 and 0.34, respectively. Compared to single lattices, the hybrid designs show significant improvements: ultimate stress increased by up to 690% and specific energy absorption increased by 110%. The proposed metamaterials offer excellent tunability and mechanical performance, providing the flexibility to tailor structural behaviors for diverse applications such as biomedical engineering, acoustic isolation, and intelligent infrastructure systems.

Indexed as

additive manufacturingfinite element modelhomogenization theoryhybrid lattice metamaterialsmechanical propertytriply periodic minimal surfaces

Identifiers

PMID40787839
PMCPMC12533393

What OpenQuestion holds

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Registered trials

None linked

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.