A Review of Grain Boundaries: Formation Mechanism, Synthesis Strategy, and Application in Electrocatalysis

EcoEnergy Pub Date : 2026-10-24 Epub Date: 2026-05-12 DOI:10.1002/ece2.70074
Jingyu Gao, Fengming Zhou, Xinying Li, Ying Deng, Zexing Wu, Siyuan Feng, Yujing Zhu, Dan Zhang, Zhenyu Xiao
{"title":"A Review of Grain Boundaries: Formation Mechanism, Synthesis Strategy, and Application in Electrocatalysis","authors":"Jingyu Gao,&nbsp;Fengming Zhou,&nbsp;Xinying Li,&nbsp;Ying Deng,&nbsp;Zexing Wu,&nbsp;Siyuan Feng,&nbsp;Yujing Zhu,&nbsp;Dan Zhang,&nbsp;Zhenyu Xiao","doi":"10.1002/ece2.70074","DOIUrl":null,"url":null,"abstract":"<p>Key electrocatalytic reactions such as HER, OER, ORR, CO<sub>2</sub>RR, and NRR offer promising routes for storing renewable energy as chemical fuels. However, their widespread application is constrained due to the lack of highly active and stable catalysts. Grain boundaries (GBs), with their undercoordinated sites, lattice strain, and excess free volume, present a promising strategy to overcome the activity–stability trade-off. Yet, systematic reviews on GB engineering in electrocatalysis remain limited. This review provides a comprehensive framework, beginning with the fundamental formation mechanisms of GBs, integrating experimental and theoretical insights into the factors governing boundary evolution. Six synthesis methods—hydrothermal, electrodeposition, vapor phase, ball milling, molten salt, and laser ablation—are critically evaluated in terms of process parameters, resulting boundary characteristics, and practical trade-offs. Their applications across five major electrocatalytic reactions are examined, correlating boundary features such as misorientation angle, type, and lattice strain with catalytic outcomes in activity, selectivity, and stability. We also explore the emerging role of machine learning in the rational design of GB architectures, including property prediction, phase discovery, and interpretable modeling. By integrating these aspects, this review establishes a unified framework for a rational design of high-performance, boundary-rich electrocatalysts for sustainable energy conversion.</p>","PeriodicalId":100387,"journal":{"name":"EcoEnergy","volume":"4 5","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2026-10-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ece2.70074","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"EcoEnergy","FirstCategoryId":"1085","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/ece2.70074","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/5/12 0:00:00","PubModel":"Epub","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Key electrocatalytic reactions such as HER, OER, ORR, CO2RR, and NRR offer promising routes for storing renewable energy as chemical fuels. However, their widespread application is constrained due to the lack of highly active and stable catalysts. Grain boundaries (GBs), with their undercoordinated sites, lattice strain, and excess free volume, present a promising strategy to overcome the activity–stability trade-off. Yet, systematic reviews on GB engineering in electrocatalysis remain limited. This review provides a comprehensive framework, beginning with the fundamental formation mechanisms of GBs, integrating experimental and theoretical insights into the factors governing boundary evolution. Six synthesis methods—hydrothermal, electrodeposition, vapor phase, ball milling, molten salt, and laser ablation—are critically evaluated in terms of process parameters, resulting boundary characteristics, and practical trade-offs. Their applications across five major electrocatalytic reactions are examined, correlating boundary features such as misorientation angle, type, and lattice strain with catalytic outcomes in activity, selectivity, and stability. We also explore the emerging role of machine learning in the rational design of GB architectures, including property prediction, phase discovery, and interpretable modeling. By integrating these aspects, this review establishes a unified framework for a rational design of high-performance, boundary-rich electrocatalysts for sustainable energy conversion.

晶界:形成机制、合成策略及其在电催化中的应用综述
关键的电催化反应,如HER、OER、ORR、CO2RR和NRR,为储存可再生能源作为化学燃料提供了有希望的途径。然而,由于缺乏高活性和稳定的催化剂,它们的广泛应用受到限制。晶界(GBs)具有不协调的位置、晶格应变和多余的自由体积,是克服活性-稳定性权衡的一种很有前途的策略。然而,关于电催化中GB工程的系统综述仍然有限。本文提供了一个全面的框架,从GBs的基本形成机制开始,将实验和理论见解整合到控制边界演化的因素中。六种合成方法-水热、电沉积、气相、球磨、熔盐和激光烧蚀-在工艺参数、所得边界特性和实际权衡方面进行了严格评估。研究了它们在五种主要电催化反应中的应用,并将其边界特征(如错取向角、类型和晶格应变)与催化活性、选择性和稳定性的结果相关联。我们还探讨了机器学习在GB架构合理设计中的新兴作用,包括属性预测、阶段发现和可解释建模。通过整合这些方面,本文建立了一个统一的框架,用于合理设计高性能,富边界的可持续能量转换电催化剂。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信
小红书