Cover Feature: Performance Prediction Models with Improved Accuracy and Generalizability for Organic Cathode-Active Materials of Lithium-Ion Battery (Batteries & Supercaps 9/2025)

IF 4.7 4区材料科学 Q2 ELECTROCHEMISTRY

Batteries & Supercaps Pub Date : 2025-09-04 DOI:10.1002/batt.70093

Rika Yamamoto, Yasuhiko Igarashi, Hiroaki Imai, Taisei Sakata, Shuntaro Miyakawa, Shino Yoshizaki, Takaya Saito, Yuya Oaki

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引用次数: 0

Abstract

Organic cathode-active materials with higher redox potential and specific capacity are significant in achieving higher energy density. However, the exploration of new active materials, including their design and synthesis, based on professional experience comes up against limitations. The work detailed in the Research Article by Y. Oaki and co-workers (DOI: 10.1002/batt.202500288) presents new performance prediction models for these materials, such as for their potential and capacity. The predictors enable the accelerated discovery of new high-performance organic cathode-active materials, such as those used in electric vehicles, drones, and high-altitude platform stations.

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封面特色：锂离子电池有机正极活性材料性能预测模型的准确性和通用性提高（电池& Supercaps 9/2025）

具有较高氧化还原电位和比容量的有机阴极活性材料是实现高能量密度的重要手段。然而，基于专业经验的新活性材料的探索，包括它们的设计和合成，面临着局限性。在Y. Oaki及其同事的研究文章（DOI: 10.1002/batt）中详细介绍了这项工作。202500288)提出了这些材料的新性能预测模型，例如它们的潜力和容量。这些预测器能够加速发现新的高性能有机阴极活性材料，例如用于电动汽车、无人机和高空平台站的材料。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Batteries & Supercaps Multiple-

CiteScore

8.60

自引率

5.30%

发文量

223

期刊介绍： Electrochemical energy storage devices play a transformative role in our societies. They have allowed the emergence of portable electronics devices, have triggered the resurgence of electric transportation and constitute key components in smart power grids. Batteries & Supercaps publishes international high-impact experimental and theoretical research on the fundamentals and applications of electrochemical energy storage. We support the scientific community to advance energy efficiency and sustainability.