Evidence map›Paper›PMID 42801534›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

Beyond-Classical Ferroelectric Metamaterials: 3D-Printed Planar Lattices With Programmable Electro-Thermo-Mechanical Coupling.

Jiahao Shi, Kang Ju, Haoyu Chen, Valerie Orsat, Agus P Sasmito, Ali Ahmadi, Abdolhamid Akbarzadeh

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 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
0cells of the map it votes in
0citing 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

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

7 authors.

Jiahao ShiState Key Laboratory of Structural Analysis, Optimization and CAE Software for Industrial Equipment, Department of Engineering Mechanics, Dalian University of Technology, Dalian, People's Republic of China.ORCID https://orcid.org/0009-0001-8663-4228
Kang JuDepartment of Bioresource Engineering, McGill University, Montreal, Quebec, Canada.
Haoyu ChenDepartment of Bioresource Engineering, McGill University, Montreal, Quebec, Canada.ORCID https://orcid.org/0000-0002-8127-7524
Valerie OrsatDepartment of Bioresource Engineering, McGill University, Montreal, Quebec, Canada.ORCID https://orcid.org/0000-0002-0416-514X
Agus P SasmitoDepartment of Mining Engineering, McGill University, Montreal, Quebec, Canada.ORCID https://orcid.org/0000-0003-3444-8922
Ali AhmadiDepartment of Mechanical Engineering, École de Technologie Supérieure, Montreal, Quebec, Canada.ORCID https://orcid.org/0000-0003-0498-2235
Abdolhamid AkbarzadehDepartment of Bioresource Engineering, McGill University, Montreal, Quebec, Canada.ORCID https://orcid.org/0000-0003-0097-0341

Funding

Canada Foundation for InnovationCanada Research Chairs program in Multifunctional MetamaterialsFundamental Research Funds for the Central Universities XJ2026008901Natural Sciences and Engineering Research Council of Canada RGPIN-2022-04493Quebec Research Fund Nature and Technologies 329936Quebec Research Fund Nature and Technologies 333671Quebec Research Fund Nature and Technologies FRQNT-326563
6 · The paper itself

Abstract

Conventional porous ferroelectric materials often improve voltage-related figures of merit at the expense of piezoelectric charge coefficients. Here, we establish a topology-polarization co-design strategy for planar lattice-based ferroelectric metamaterials, which integrate underlying geometry, deformation mode, and polarization direction to program thermo-electromechanical responses. Beyond asymptotic homogenization, an analytical model is developed to correlate the effective ferroelectric properties with geometric parameters, and subsequently validated through experiments. Four representative planar lattices with distinct nodal connectivities, spanning stretching- and bending-dominated deformation modes, are explored under transverse and longitudinal polarization conditions. The transversely polarized triangular lattice exhibits an enhanced d

Indexed as

additive manufacturingferroelectric metamaterialmultifunctionalitypiezoelectricity and pyroelectricityplanar lattices

Identifiers

PMID42801534
PMCPMC13616401

What OpenQuestion holds

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Registered trials

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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.