Formation Mechanisms and Regulation Strategies for Metal Electrodeposition Morphology Under Multiple Coupling Effects

ABSTRACT Metal electrodeposition is a common electrochemical process widely used in various industries, including energy engineering, chemical engineering, metallurgy, manufacturing, and surface engineering. During electrodeposition, the morphology is governed by the multiple coupling effects of multivariate, multidimensional, multi‐spatial‐scale, and multi‐time‐scale mechanisms. Current research on electrodeposition morphology has made significant progress. However, the lack of a systematic review limits efficient guidance and hinders the accurate design of metal electrodeposition morphology. Consequently, this review comprehensively explores the formation mechanisms of electrodeposited morphologies under key coupling effects from a perspective of multivariate, multidimensional, multi‐spatial‐scale, and multi‐time‐scale interactions. It also proposes corresponding regulation strategies in accordance with the required morphology. Furthermore, addressing the bottlenecks of numerous influencing factors and massive data volumes, it presents an innovative paradigm that leverages in situ characterization and theoretical calculation data, as well as integrates machine learning and digital twin technologies to establish predictive models for electrodeposition morphology and achieve real‐time control over the deposition process. This review provides mechanistic insights and strategic guidance for metal electrodeposition morphology optimization, advances future engineering practices, and achieves efficient, collaborative, and intelligent advancements in metal electrodeposition.

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Publication Details

Journal
Advanced Functional Materials
Published
2025-12-22
DOI
https://doi.org/10.1002/adfm.202527876
Citations
1
Primary Topic
Electrodeposition and Electroless Coatings
Type
article
Field-Weighted Citation Impact
0.73

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article

Formation Mechanisms and Regulation Strategies for Metal Electrodeposition Morphology Under Multiple Coupling Effects

Yi Zhou, Jianxun Song, Dongbai Sun, Shuqiang Jiao et al.
1 citations
Advanced Functional Materials
Electrodeposition and Electroless Coatings
0.73
article

Formation Mechanisms and Regulation Strategies for Metal Electrodeposition Morphology Under Multiple Coupling Effects

Yi Zhou, Jianxun Song, Dongbai Sun, Shuqiang Jiao, Handong Jiao, Wei Wang, Shaolong Li, Xin Lu
article en
1 citations

Abstract

ABSTRACT Metal electrodeposition is a common electrochemical process widely used in various industries, including energy engineering, chemical engineering, metallurgy, manufacturing, and surface engineering. During electrodeposition, the morphology is governed by the multiple coupling effects of multivariate, multidimensional, multi‐spatial‐scale, and multi‐time‐scale mechanisms. Current research on electrodeposition morphology has made significant progress. However, the lack of a systematic review limits efficient guidance and hinders the accurate design of metal electrodeposition morphology. Consequently, this review comprehensively explores the formation mechanisms of electrodeposited morphologies under key coupling effects from a perspective of multivariate, multidimensional, multi‐spatial‐scale, and multi‐time‐scale interactions. It also proposes corresponding regulation strategies in accordance with the required morphology. Furthermore, addressing the bottlenecks of numerous influencing factors and massive data volumes, it presents an innovative paradigm that leverages in situ characterization and theoretical calculation data, as well as integrates machine learning and digital twin technologies to establish predictive models for electrodeposition morphology and achieve real‐time control over the deposition process. This review provides mechanistic insights and strategic guidance for metal electrodeposition morphology optimization, advances future engineering practices, and achieves efficient, collaborative, and intelligent advancements in metal electrodeposition.

Advanced Functional Materials
Beijing Institute of Technology (CN), Zhongyuan University of Technology (CN), Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou) (CN), Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai) (CN), University of Science and Technology Beijing (CN)
National Natural Science Foundation of China, Beijing Institute of Technology, Beijing Institute of Technology Research Fund Program for Young Scholars
Openalex Percentile: Top 20%
Electrodeposition and Electroless Coatings
0.73
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