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Paper | Open Access

An aircell hydrogel for ultra-sensitive human-machine interaction

Minghao Li1,2Haoxu Yu1,2Deliang Li3Fujun Wang1,2Yanling Tian4Ye Tian3( )Faze Chen1,2 ( )
School of Mechanical Engineering, Tianjin University, Tianjin 300350, People’s Republic of China
Key Laboratory of Mechanism Theory and Equipment Design of Ministry of Education, Tianjin University, Tianjin 300350, People’s Republic of China
College of Medicine and Biological Information Engineering, Northeastern University, Shenyang 110169, People’s Republic of China
School of Engineering, University of Warwick, Coventry CV4 7AL, United Kingdom
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Abstract

Porous hydrogel sensors have attracted significant attention in fields such as smart wearables and medical monitoring due to their high sensitivity. However, existing fabrication methods typically degrade the surface smoothness of hydrogels when introducing porous structures and face significant challenges in removing fillers completely. To address these challenges, we herein introduce a novel one-step, thermosensitive spray-coating technique for the preparation of aircell hydrogel (ACH). This method leverages the rapid cooling of a thermoresponsive gelatin methacryloyl solution through atomization, enabling rapid cross-linking within seconds and air bubbles encapsulated in situ. Additionally, the transient flow of the pre-gel facilitates the repair of voids formed by ruptured surface bubbles, leading to the creation of the ACH with uniformly distributed inner air bubbles and a smooth outer surface. The mold-free fabrication method is independent of substrate surface properties, enabling the creation of a porous hydrogel film with a thickness as thin as 163 μm. Furthermore, the dual-crosslinked network endows the ACH with excellent anti-swelling properties, and the physical crosslinking between gelatin molecules allows the ACH to self-heal. The ACH exhibits excellent sensitivity in deformation sensing and can even successfully track minor external forces, which enables it to effectively complete various tasks such as facial expression recognition, pitch differentiation, and motion detection. By integrating the ACH into a sensing glove, we also demonstrate the significant potential of the ACH for applications in human-machine interaction and tactile sensing. Ultimately, the ACH sensors are also applied to motion mapping and machine tactile feedback, indicating their promising potential in human-machine interaction.

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International Journal of Extreme Manufacturing

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Cite this article:
Li M, Yu H, Li D, et al. An aircell hydrogel for ultra-sensitive human-machine interaction. International Journal of Extreme Manufacturing, 2026, 8(1). https://doi.org/10.1088/2631-7990/ae0538

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Received: 18 February 2025
Revised: 11 April 2025
Accepted: 09 September 2025
Published: 29 September 2025
© 2025 The Author(s).

Original content from this work may be used under the terms of the Creative Commons Attribution 4.0 licence. Any further distribution of this work must maintain attribution to the author(s) and the title of the work, journal citation and DOI.