基于mxene的执行器中的仿生学习：一个新兴的前沿

IF 15.9 1区化学 Q1 CHEMISTRY, PHYSICAL

Advances in Colloid and Interface Science Pub Date : 2025-04-23 DOI:10.1016/j.cis.2025.103525

Linshan Wu , Jianhua Liu , Fen Du , Huanxiong Xia , Peng Liu , Juncheng Luo , Ye Yang

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引用次数: 0

摘要

仿生学为基于mxene的软致动器的设计和应用提供了有价值的见解，由于其卓越的导电性，可调的层间距以及对各种外部刺激的响应性，在柔性电子和智能材料领域引起了极大的关注。本文首先全面总结了基于mxene的软执行器在各种外部刺激下的主要响应机制。详细分析了不同驱动方式的优点和局限性，并讨论了在多刺激条件下与其他材料进行复合改性以提高MXene性能的策略。受自然界动植物感官能力的启发，本研究探索了仿生设计的潜力，并确定了推进该领域发展的四个关键挑战：(1)开发高效可控的材料合成技术，(2)器件的电化学稳定性和环境鲁棒性，(3)执行器的整体性能优化，以及(4)对仿生学习机制的初步探索。最后，展望了未来的研究方向，为促进基于mxene的软致动器在仿生系统中的广泛应用提供了新的视角。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

Bionic learning in MXene-based actuators: An emerging frontier

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Bionic learning in MXene-based actuators: An emerging frontier

Bionics offers valuable insights into the design and application of MXene-based soft actuators, which have garnered significant attention in the fields of flexible electronics and smart materials owing to their exceptional electrical conductivity, tunable interlayer spacing, and responsiveness to diverse external stimuli. This review begins with a comprehensive summary of the main response mechanisms of MXene-based soft actuators under various external stimuli. It presents a detailed analysis of the advantages and limitations of different actuation modes and discusses strategies for composite modification with other materials to enhance MXene performance under multi-stimulus conditions. Inspired by the sensory capabilities of animals and plants in nature, this work explores the potential for biomimetic design and identifies four key challenges for advancing the field: (1) the development of efficient and controllable material synthesis techniques, (2) the electrochemical stability and environmental robustness of devices, (3) the overall performance optimization of actuators, and (4) the nascent exploration of biomimetic learning mechanisms. Finally, future research directions are outlined, offering novel perspectives to promote the broader application of MXene-based soft actuators in biomimetic systems.

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来源期刊

Advances in Colloid and Interface Science 化学-物理化学

CiteScore

28.50

自引率

2.60%

发文量

175

审稿时长

31 days

期刊介绍： "Advances in Colloid and Interface Science" is an international journal that focuses on experimental and theoretical developments in interfacial and colloidal phenomena. The journal covers a wide range of disciplines including biology, chemistry, physics, and technology. The journal accepts review articles on any topic within the scope of colloid and interface science. These articles should provide an in-depth analysis of the subject matter, offering a critical review of the current state of the field. The author's informed opinion on the topic should also be included. The manuscript should compare and contrast ideas found in the reviewed literature and address the limitations of these ideas. Typically, the articles published in this journal are written by recognized experts in the field.