Evidence map›Paper›PMID 41976732›Full record

ArticleMaterials (Basel, Switzerland)2026

A Perturbation Model of Gradient Energy Anisotropy for Phase-Field Simulation of Ferroelectrics.

Xiaoming Shi, Jiecheng Liu, Ke Xu, Haoyu Wang, Zheng Wang, Nan Wang, Houbing Huang, Zhuhong Liu

Abstract read
In one paragraph

Article in Materials (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Strain-Engineered Phase Diagrams in (SrTiONanomaterials (Basel, Switzerland) · 2026
    Article
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.

Xiaoming ShiDepartment of Physics, University of Science and Technology Beijing, Beijing 100083, China.
Jiecheng LiuDepartment of Physics, University of Science and Technology Beijing, Beijing 100083, China.
Ke XuSchool of Interdisciplinary Science, Beijing Institute of Technology, Beijing 100081, China.ORCID 0000-0002-6602-3382
Haoyu WangDepartment of Physics, University of Science and Technology Beijing, Beijing 100083, China.
Zheng WangSchool of Science, Guilin University of Aerospace Technology, Guilin 541004, China.ORCID 0000-0002-0621-3678
Nan WangDepartment of Materials Science and Engineering, Guangdong Technion-Israel Institute of Technology, Shantou 515063, China.
Houbing HuangSchool of Interdisciplinary Science, Beijing Institute of Technology, Beijing 100081, China.
Zhuhong LiuDepartment of Physics, University of Science and Technology Beijing, Beijing 100083, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The efficient and accurate description of gradient energy anisotropy remains a significant challenge in the phase-field modeling of ferroelectric/antiferroelectric (FE/AFE) composite systems. To address this limitation, we have developed a perturbation model for solving anisotropic gradient energy based on Fourier spectral methods. Through a Fourier-space perturbation scheme, we achieve the ability to treat the full anisotropic gradient energy tensor with spatial variations, overcoming limitations of previous constant-coefficient or isotropic approximations. The application of this model to FE/AFE composites demonstrates exceptional robustness and convergence efficiency. Numerical results indicate that the proposed perturbation scheme can accurately reproduce antiferroelectric phase diagrams and AFE-FE phase transition pathways under varying gradient energy parameters. Furthermore, the algorithm exhibits superior scalability, allowing for a seamless extension to three-dimensional (3D) simulation domains. This capability facilitates the visualization of complex nanodomain structures and reveals the intricate 3D evolution mechanisms of polarization textures.

Indexed as

anisotropic gradient tensorantiferroelectricperturbation model

Identifiers

PMID41976732
PMCPMC13074933

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.