MXene‐Assisted Rapid Gelation and Foaming of Gradient Hydrogel as Human‐Machine Interfaces with Regulated Charge Accumulation/Dissipation and Enhanced Tactile Sensing Capability

Z Zengyu Hui Y Yurong Wang (School of Flexible Electronics (Future Technologies) & Institute of Advanced Materials (IAM) Nanjing Tech University (Nanjing Tech) 30 South Puzhu Road Nanjing 211816 P. R. China) Z Zhao Zhang R Runrun Zhang (Institute of Advanced Materials (IAM), Nanjing Tech University (NanjingTech) 4 , Nanjing 211816,) J Jingbo Zhou W Wenteng Hou (School of Flexible Electronics (Future Technologies) & Institute of Advanced Materials (IAM) Nanjing Tech University (Nanjing Tech) 30 South Puzhu Road Nanjing 211816 P. R. China) L Leang Yin (School of Flexible Electronics (Future Technologies) & Institute of Advanced Materials (IAM) Nanjing Tech University (Nanjing Tech) 30 South Puzhu Road Nanjing 211816 P. R. China) H Henghan Dai Z Zhongming Xia (School of Flexible Electronics (Future Technologies) & Institute of Advanced Materials (IAM) Nanjing Tech University (Nanjing Tech) 30 South Puzhu Road Nanjing 211816 P. R. China) T Tian Zhang (Division of Hematology‐Oncology, Department of Internal Medicine University of Texas Southwestern Medical Center Dallas Texas USA) W Wei Huang G Gengzhi Sun (Institute of Advanced Materials)

Abstract

Abstract Hydrogel‐based tactile sensors, typically featuring a sandwiched structure of electrode/hydrogel/electrode with charges (electrons and ions) accumulated at both interfaces forming electrical double layers (EDLs), are considered promising candidates as human‐machine interfaces (HMIs); however, the continuous dense structure limits the deformability of bulk hydrogels, hindering the achievement of high‐sensitivity and wide detectable range. Moreover, the state‐of‐the‐art strategies for enhancing sensitivity predominantly focus on enlarging the changes of hydrogel/electrode contact area upon external force, while overlooking the design of interfacial properties and ion transport kinetics. Herein, polyacrylamide/chitosan/MXene (PAM/CS/MXene, PCM) hydrogels with gradient porosity and tailorable softness are developed following the phase‐transition‐induced foaming mechanism. Ti 3 C 2 T X MXene plays critical roles in promoting rapid gelation, stabilizing bubbles, regulating ion transport kinetics, and modulating charge accumulation/dissipation at the hydrogel/electrode interfaces. As a consequence, the obtained PCM foam (PCMF) tactile sensor exhibits an optimal sensitivity of 4267 kPa −1 together with a wide detectable pressure range up to 100 kPa. Proof‐of‐concept applications are demonstrated for acquiring and identifying gesture commands to control a robotic arm for swab sampling and the movement of an electric car in a maze game by integrating PCMF sensors with a digital camera for visual feedback and machine learning for accurate recognition, respectively.

Article Details

Volume / Issue Vol. 37, Issue 44
Published November 01, 2025
ISSN 0935-9648
Publisher Unknown Publisher

Journal Info

Advanced Materials

Unknown Publisher

ISSN: 0935-9648 Physical Sciences

Authors (12)

Z

Zengyu Hui

Y

Yurong Wang

School of Flexible Electronics (Future Technologies) & Institute of Advanced Materials (IAM) Nanjing Tech University (Nanjing Tech) 30 South Puzhu Road Nanjing 211816 P. R. China

Z

Zhao Zhang

R

Runrun Zhang

Institute of Advanced Materials (IAM), Nanjing Tech University (NanjingTech) 4 , Nanjing 211816,

J

Jingbo Zhou

W

Wenteng Hou

School of Flexible Electronics (Future Technologies) & Institute of Advanced Materials (IAM) Nanjing Tech University (Nanjing Tech) 30 South Puzhu Road Nanjing 211816 P. R. China

L

Leang Yin

School of Flexible Electronics (Future Technologies) & Institute of Advanced Materials (IAM) Nanjing Tech University (Nanjing Tech) 30 South Puzhu Road Nanjing 211816 P. R. China

H

Henghan Dai

Z

Zhongming Xia

School of Flexible Electronics (Future Technologies) & Institute of Advanced Materials (IAM) Nanjing Tech University (Nanjing Tech) 30 South Puzhu Road Nanjing 211816 P. R. China

T

Tian Zhang

Division of Hematology‐Oncology, Department of Internal Medicine University of Texas Southwestern Medical Center Dallas Texas USA

W

Wei Huang

G

Gengzhi Sun

Institute of Advanced Materials