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Research Article | Open Access | Just Accepted

Racing-car-inspired electrical/chemical dual-driven actuators for swimming Marangoni robots based on carbon nanotube composites

Yuhang Chen1,2,§Yongqiang Qian3,§( )Wei Zhang1,2Zhiling Luo1,2( )Luzhuo Chen1,2( )

1 Fujian Provincial Key Laboratory of Quantum Manipulation and New Energy Materials, College of Physics and Energy, Fujian Normal University, Fuzhou 350117, China

2 Fujian Provincial Engineering Technology Research Center of Solar Energy Conversion and Energy Storage, Fujian Normal University, Fuzhou 350117, China

3 Fujian Laser Precision Machining Engineering Technology Research Center, College of Intelligent Manufacturing, Putian University, Putian 351100, China

§ Yuhang Chen and Yongqiang Qian contributed equally to this work.

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Abstract

Swimming robots driven by the Marangoni effect have attracted considerable research interest recently. Current Marangoni actuators are mostly chemical-driven or light-driven. However, simultaneously achieving high actuation speed and programmable motions remains a persistent challenge. Herein, inspired by multi-mode propulsion strategies employed in high-performance racing cars, we propose electrical/chemical dual-driven Marangoni actuators fabricated from carbon nanotube-cellulose fiber (CNT-CF) and polyethylene (PE) composites. Firstly, under electrical stimulation, the actuator exhibits programmable self-propelled swimming locomotion (linear and turning motions) on water surfaces. The actuation mechanism is due to the temperature gradient generated by Joule-heating. Secondly, upon dissolution of an embedded bone glue film, the actuator operates in a purely chemical-driven Marangoni mode, generating rapid autonomous swimming locomotion. Critically, when both electrical and chemical stimuli are applied, the actuator enters a dual-driven mode through a synergistic effect, attaining a velocity of 32.2 mm s-1, exceeding the arithmetic sum of individual electrical-driven (5.4 mm s-1) and chemical-driven (11.3 mm s-1) velocities by over 93%. Furthermore, the same CNT-CF/PE material system can fabricate actuators showcasing on-land crawling motions. Finally, two actuators are assembled to a functional robotic gripper, demonstrating the versatility of platform. This work establishes a unified design paradigm for state-of-the-art actuators and multifunctional amphibious devices.

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Cite this article:
Chen Y, Qian Y, Zhang W, et al. Racing-car-inspired electrical/chemical dual-driven actuators for swimming Marangoni robots based on carbon nanotube composites. Nano Research, 2026, https://doi.org/10.26599/NR.2026.94908831

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Received: 12 March 2026
Revised: 24 April 2026
Accepted: 11 May 2026
Available online: 11 May 2026

© The Author(s) 2026. Published by Tsinghua University Press.

This is an open access article under the terms of the Creative Commons Attribution 4.0 International License (CC BY 4.0, https://creativecommons.org/licenses/by/4.0/)