High-Entropy Materials Chemistry for Electrochemical Energy Storage

Химия высокоэнтропийных материалов для электрохимического хранения энергии
Song Yuan, Jiaqi Wei, Zhuoran Ma, Xi Chen, Shengkai Cao, Lei Ye, Ning-Yu Huang, Huarong Xia, Fu Lun Tan, Rayner Bao Feng Ng, Xian Jun Loh, Shuzhou Li, Xue Feng, Xiaodong Chen
2026-01-27

artificial intelligenceelectrochemical energy storageentropy-driven mechanismshigh-energy-density batterieshigh-entropy materials chemistry
The pursuit of high-energy-density batteries that tolerate extreme conditions and use earth-abundant elements is fundamentally constrained by the slow pace of materials innovation. By enabling broad compositional tuning and property optimization, the high-entropy strategy defines a new design paradigm for battery materials chemistry. High-entropy concepts were applied to various battery components, ranging from solids to liquids. However, this field is still in its infancy, requiring substantial groundwork to address the ambiguous definitions, unclear or even contradictory performance-enhancement mechanisms, and a lack of rational design principles. Therefore, a comprehensive review summarizing current issues and future developments across the entire battery system is urgently needed. It begins with the fundamental principles of high-entropy materials chemistry (HEMC) and their applications in batteries, followed by a systematic discussion of entropy-driven mechanisms in both solid and liquid phases. An integrated perspective on the challenges and opportunities across the full battery system is presented. Furthermore, we highlight recent advances in synthesis and characterization techniques, multiscale computation, and the integration of artificial intelligence in accelerating the development of HEMC in batteries.
1
Advances in synthesis, characterization, multiscale computation, and artificial intelligence may accelerate high-entropy battery materials development.
2
Entropy-driven mechanisms operate across solid and liquid battery materials, requiring systematic investigation to clarify their contributions to performance.
3
High-entropy concepts have been applied across diverse battery components, including both solid and liquid phases.
4
High-entropy materials chemistry enables broad compositional tuning and property optimization, establishing a new design paradigm for electrochemical battery materials.
5
The field remains immature, with ambiguous definitions, unclear or contradictory performance-enhancement mechanisms, and insufficient rational design principles.

high-entropy battery materials and components across solid and liquid phases

the composition–property relationships, entropy-driven performance-enhancement mechanisms, and rational design principles governing their electrochemical energy-storage performance

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2026-01-27
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Authors
Song Yuan
Jiaqi Wei
Zhuoran Ma
Xi Chen
Shengkai Cao
Lei Ye
Ning-Yu Huang
Huarong Xia
Fu Lun Tan
Rayner Bao Feng Ng
Xian Jun Loh
Shuzhou Li
Xue Feng
Xiaodong Chen
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