Real-time data visual monitoring of triboelectric nanogenerators enabled by Deep learning DOI
H. H. Zhang, Tao Liu, Xuelian Zou

и другие.

Nano Energy, Год журнала: 2024, Номер 130, С. 110186 - 110186

Опубликована: Авг. 27, 2024

Язык: Английский

3D printing of magneto-active smart materials for advanced actuators and soft robotics applications DOI Creative Commons
Muhammad Yasir Khalid, Zia Ullah Arif, Ali Tariq

и другие.

European Polymer Journal, Год журнала: 2024, Номер 205, С. 112718 - 112718

Опубликована: Янв. 2, 2024

In the contemporary era, novel manufacturing technologies like additive (AM) have revolutionized different engineering sectors including biomedical, aerospace, electronics, etc. Four-dimensional (4D) printing aka AM of smart materials is gaining popularity among scientific community, which has excellent ability to make soft structures such as robots, actuators, and grippers. These are developed by applying various stimuli pH, temperature, magnetic field, many combinations onto materials. Stimuli in 3D permit shape-morphing behaviors bending, twisting, folding, swelling, rolling, shrinking, origami, or locomotion. A wide variety can be fabricated through incorporation hard particles into resulting magneto-active (MASMs). With this integration, magneto-thermal coupling actuation allows diverse magneto-deformations, facilitating development personalized devices that capable enhanced deformation. review, guidelines provided on for MASMs polymers (MAPs), composites, hydrogels (MAHs) booming flexible wearable biomimetic devices. Moreover, 3D-printed robotics an outstanding capacity adapt complicated situations advanced actuating applications. Finally, some current challenges emerging areas exciting technology been proposed. Lastly, it anticipated technological advancements developing intelligent will a significant impact design real-world

Язык: Английский

Процитировано

71

Flexible Conformally Bioadhesive MXene Hydrogel Electronics for Machine Learning‐Facilitated Human‐Interactive Sensing DOI
Wei Wang,

Hailiang Zhou,

Zhishan Xu

и другие.

Advanced Materials, Год журнала: 2024, Номер 36(31)

Опубликована: Март 29, 2024

Wearable epidermic electronics assembled from conductive hydrogels are attracting various research attention for their seamless integration with human body conformally real-time health monitoring, clinical diagnostics and medical treatment, human-interactive sensing. Nevertheless, it remains a tremendous challenge to simultaneously achieve bioadhesive remarkable self-adhesiveness, reliable ultraviolet (UV) protection ability, admirable sensing performance high-fidelity epidermal electrophysiological signals along timely photothermal therapeutic performances after diagnostic sensing, as well efficient antibacterial activity hemostatic effect potential therapy. Herein, hydrogel-based sensor, featuring superior self-adhesiveness excellent UV-protection performance, is developed by dexterously assembling conducting MXene nanosheets network biological hydrogel polymer stably attaching onto skin high-quality recording of high signal-to-noise ratios (SNR) low interfacial impedance intelligent diagnosis smart human-machine interface. Moreover, sign language gesture recognition platform based on collected electromyogram (EMG) designed hassle-free communication hearing-impaired people the help advanced machine learning algorithms. Meanwhile, possesses capability, biocompatibility, effective hemostasis properties promising bacterial-infected wound bleeding.

Язык: Английский

Процитировано

63

Anti-freeze hydrogel-based sensors for intelligent wearable human-machine interaction DOI
Zhiwei Fu, He Liu,

Qingying Lyu

и другие.

Chemical Engineering Journal, Год журнала: 2024, Номер 481, С. 148526 - 148526

Опубликована: Янв. 7, 2024

Язык: Английский

Процитировано

53

Mechanisms, design, and fabrication strategies for emerging electromagnetic wave-absorbing materials DOI Creative Commons
Geng Chen,

Zijing Li,

Limin Zhang

и другие.

Cell Reports Physical Science, Год журнала: 2024, Номер 5(7), С. 102097 - 102097

Опубликована: Июль 1, 2024

The rapid development of intelligent devices imposes new demands on electromagnetic wave (EMW)-absorbing materials, especially concerning wide-spectrum absorption, frequency band manipulation, and multifunctional integration. However, conventional investigations EMW-absorbing materials face several challenges that collectively limit the effectiveness existing amid growing demands, including ambiguous (EM) loss mechanisms, impedance mismatches, deficiencies in integrated design. This review elucidates EM delineates key bridge mechanisms linking microscopic macroscopic factors, proposes dielectric polarization models to clarify mechanisms. Additionally, it delves into unique advantages core-shell structures porous optimization. Finally, introduces fabrication approaches integrate detailing design strategies exploring potential applications. By consolidating these cutting-edge achievements, this aims guide scientific advancement materials.

Язык: Английский

Процитировано

53

Deep‐Learning‐Assisted Thermogalvanic Hydrogel E‐Skin for Self‐Powered Signature Recognition and Biometric Authentication DOI
Ning Li,

Zhaosu Wang,

Xinru Yang

и другие.

Advanced Functional Materials, Год журнала: 2024, Номер 34(18)

Опубликована: Янв. 11, 2024

Abstract Self‐powered electronic skins (e‐skins), as on‐skin human‐machine interfaces, play a significant role in cyber security and personal electronics. However, current self‐powered e‐skins are primarily constrained by complex fabricating process, intrinsic stiffness, signal distortion under deformation, inadequate comprehensive performance, thereby hindering their practical applications. Herein, novel highly stretchable (534.5%), ionic conductive (4.54 S m −1 ), thermogalvanic (1.82 mV K ) hydrogel (TGH) is facilely fabricated one‐pot method. Owing to the formation of Li + (H 2 O) n hydration structure, TGH presents excellent anti‐freezing non‐drying performance. It remains flexible (3.86 at −20 °C shows no obvious degradation thermoelectrical performance over 10 days. Besides, acting e‐skin, combined with deep learning technology for signature recognition biometric authentication successfully demonstrated, achieving an accuracy 92.97%. This work exhibits TGH‐based e‐skin's tremendous potential new generation human‐computer interaction information security.

Язык: Английский

Процитировано

48

AI energized hydrogel design, optimization and application in biomedicine DOI Creative Commons
Zuhao Li,

Peiran Song,

Guangfeng Li

и другие.

Materials Today Bio, Год журнала: 2024, Номер 25, С. 101014 - 101014

Опубликована: Фев. 29, 2024

Traditional hydrogel design and optimization methods usually rely on repeated experiments, which is time-consuming expensive, resulting in a slow-moving of advanced development. With the rapid development artificial intelligence (AI) technology increasing material data, AI-energized hydrogels for biomedical applications has emerged as revolutionary breakthrough materials science. This review begins by outlining history AI potential advantages using hydrogels, such prediction properties, multi-attribute optimization, high-throughput screening, automated discovery, optimizing experimental design, etc. Then, we focus various supported biomedicine, including drug delivery, bio-inks manufacturing, tissue repair, biosensors, so to provide clear comprehensive understanding researchers this field. Finally, discuss future directions prospects, new perspective research novel applications.

Язык: Английский

Процитировано

37

Hierarchical Structure by Self‐sedimentation of Liquid Metal for Flexible Sensor Integrating Pressure Detection and Triboelectric Nanogenerator DOI
Lida Zhu, Peihua Xu,

Baoquan Chang

и другие.

Advanced Functional Materials, Год журнала: 2024, Номер 34(33)

Опубликована: Апрель 19, 2024

Abstract Multifunctional integration is a pivotal aspect in the development of flexible sensors that facilitate augmented interaction with physical environment. However, contemporary multifunctional face challenges arising from their complex structures and high costs. Therefore, polydimethylsiloxane (PDMS) /liquid metal (LM) films hierarchical structure prepared via gravity‐induced deposition LM are applied to sensors. PDMS/LM exhibit remarkable flexibility function as electrodes for pressure well single‐electrode mode triboelectric nanogenerator (TENG). The porous PDMS/carbon nanotube (CNT) dielectric an array developed sensing, showing commendable sensitivity (0.671 kPa −1 ) even under low pressures (0–17 kPa). Compared solid dielectrics, its improved over entire range. sensor achieves response time ≈80 ms demonstrates exceptional stability. Furthermore, when film functions TENG, it can serve self‐powered measuring dynamic forces aid material recognition assistance capacitive sensing. This study provides new perspective on simplified design

Язык: Английский

Процитировано

29

Antifreeze protein-based ultrastretchable and highly sensitive hydrogel for human-machine interaction DOI
Zhiwei Fu, Deliang Li, He Liu

и другие.

Chemical Engineering Journal, Год журнала: 2024, Номер 488, С. 150775 - 150775

Опубликована: Март 28, 2024

Язык: Английский

Процитировано

26

Projection Stereolithography 3D Printing High‐Conductive Hydrogel for Flexible Passive Wireless Sensing DOI

Yongding Sun,

Jin Cui, Shiwei Feng

и другие.

Advanced Materials, Год журнала: 2024, Номер 36(25)

Опубликована: Апрель 4, 2024

Hydrogel-based electronics have inherent similarities to biological tissues and hold potential for wearable applications. However, low conductivity, poor stretchability, nonpersonalizability, uncontrollable dehydration during use limit their further development. In this study, projection stereolithography 3D printing high-conductive hydrogel flexible passive wireless sensing is reported. The prepared photocurable silver-based rapidly planarized into antenna shapes on substrates using surface stereolithography. After partial dehydration, silver flakes within the circuits form sufficient conductive pathways achieve high conductivity (387 S cm

Язык: Английский

Процитировано

21

Carbon Quantum Dot-Functionalized Dermis-Derived Transparent Electronic Skin for Multimodal Human Motion Signal Monitoring and Construction of Self-Powered Triboelectric Nanogenerator DOI
Jialu Shen, Yao Yang, Jinwei Zhang

и другие.

ACS Applied Materials & Interfaces, Год журнала: 2024, Номер 16(35), С. 46771 - 46788

Опубликована: Авг. 21, 2024

Electronic skin (e-skin) is considered as a highly promising interface for human-computer interaction systems and wearable electronic devices. Through elaborate design assembly of various materials, it possesses multiple characteristics similar to human skin, including remarkable flexibility, stretchability, sensitivity temperature humidity, biocompatibility, efficient interfacial ion/electron transport capabilities. Here, we innovatively integrate multifunctional carbon quantum dots (CQDs), which exhibit conductivity, antibacterial properties, ultraviolet absorption, fluorescence emission, with poly(acrylic acid) glycerin (Gly) into three-dimensional network structure natural goatskin collagen fibers. top-down strategy enhanced by hydrogen bond reconstruction, successfully fabricated novel transparent e-skin (PAC-eSkin). This exhibited significant tensile properties (4.94 MPa strength 263.42% maximum breaking elongation), while also possessing Young's modulus (2.32 MPa). It noteworthy that the functionalized CQDs used was derived from discarded goat hair, addition Gly gave PAC-eSkin excellent antifreezing moisturizing properties. Due presence ultrasmall CQDs, creates channels within PAC-eSkin, could rapidly sense motion physiological signals (with gauge factor (GF) 1.88). Furthermore, had potential replace traditional electrode patches real-time monitoring electrocardiogram, electromyogram, electrooculogram signals, higher SNR (signal-to-noise ratio) 25.1 dB. Additionally, customizable size shape offer vast possibilities construction single-electrode triboelectric nanogenerator systems. We have reason believe development this based on CQDs-functionalized dermal matrices can pave new way innovations in human–computer interfaces their sensing application diverse scenarios.

Язык: Английский

Процитировано

19