Issue 18, 2023

A review on accelerated development of skin-like MXene electrodes: from experimental to machine learning

Abstract

Foreshadowing future needs has catapulted the progress of skin-like electronic devices for human–machine interactions. These devices possess human skin-like properties such as stretchability, self-healability, transparency, biocompatibility, and wearability. This review highlights the recent progress in a promising material, MXenes, to realize soft, deformable, skin-like electrodes. Various structural designs, fabrication strategies, and rational guidelines adopted to realize MXene-based skin-like electrodes are outlined. We explicitly discussed machine learning-based material informatics to understand and predict the properties of MXenes. Finally, an outlook on the existing challenges and the future roadmap to realize soft skin-like MXene electrodes to facilitate technological advances in the next-generation human–machine interactions has been described.

Graphical abstract: A review on accelerated development of skin-like MXene electrodes: from experimental to machine learning

Article information

Article type
Review Article
Submitted
26 okt. 2022
Accepted
31 mar. 2023
First published
25 apr. 2023

Nanoscale, 2023,15, 8110-8133

A review on accelerated development of skin-like MXene electrodes: from experimental to machine learning

R. Garg, N. R. Patra, S. Samal, S. Babbar and K. Parida, Nanoscale, 2023, 15, 8110 DOI: 10.1039/D2NR05969J

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