{"title":"Engineering Electrospun Nanofibers for Intelligent Wearables","authors":"Yanjiao Teng, Liuhua Chen, Xinyu Shi, Norbert Radacsi, Peng Wen, Seeram Ramakrishna","doi":"10.1007/s42765-026-00768-1","DOIUrl":"10.1007/s42765-026-00768-1","url":null,"abstract":"<p>The rapid development of intelligent wearables poses significant challenges for textile materials requiring high strength, toughness, good formability, and multifunctionality. Electrospinning generates nanofibers of high flexibility, breathability, and specific surface area. High-performance fibrous material is suitable for next-generation wearables. This review examines and summarizes electrospinning and the morphology of nanofibers, as well as the methods for modification. Moreover, the application of integrated nanofiber-based intelligent wearable systems in many areas is discussed. Powered by engineering electrospun nanofibers, intelligent wearables have been used in fields such as health monitoring, intelligent biotherapy, and next-generation intelligent textiles. Wearable monitoring devices can continuously monitor the health status of the human body in real time. Intelligent medical systems can use the monitoring information to achieve targeted drug delivery, reducing dependence on medical devices. Hiding these intelligent devices within textiles is the ultimate goal of wearable devices. Such fabrics combine functionality and comfort, providing a solution for the next-generation intelligent textiles. Finally, current challenges in the field are discussed, and future work is proposed. In short, electrospun nanofiber material can lead wearable technology toward increased integration and intelligence with promising solutions for future healthcare and textile applications.</p>","PeriodicalId":459,"journal":{"name":"Advanced Fiber Materials","volume":"8 6","pages":"2235 - 2270"},"PeriodicalIF":22.6,"publicationDate":"2026-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149310058","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Dabin Kim, Suchithra Padmajan Sasikala, Ji-Hwan Ha, Oh-Sung Kwon, Jungrak Choi, Yongrok Jeong, Hanhwi Jang, Jun-Ho Jeong, Zhi-Jun Zhao, Inkyu Park, Sangouk Kim, Junseong Ahn
{"title":"Ultrasoft Core–Shell Inorganic Nanoyarns for Energy and Sensing Applications","authors":"Dabin Kim, Suchithra Padmajan Sasikala, Ji-Hwan Ha, Oh-Sung Kwon, Jungrak Choi, Yongrok Jeong, Hanhwi Jang, Jun-Ho Jeong, Zhi-Jun Zhao, Inkyu Park, Sangouk Kim, Junseong Ahn","doi":"10.1007/s42765-026-00774-3","DOIUrl":"10.1007/s42765-026-00774-3","url":null,"abstract":"<div><p>Inorganic nanoyarns with high electrical conductivity, tunable redox activity, and outstanding chemical/thermal stability are promising components for high-performance multifunctional fibers. However, integrating inorganic functionality with the softness, durability, and processability required for wearable fiber systems remains a major challenge. Here we present ultrasoft core–shell nanoyarns composed of inorganic nanoribbon cores and polymer shells with exceptional mechanical compliance while maintaining high electrical and chemical performance. The inorganic core provides multifunctionality and structural diversity with single-layer, particle-decorated, and multilayer sandwich architectures. A grounded-core electrospinning strategy is introduced to form porous polymer shells around the inorganic cores, providing mechanical reinforcement, electrical insulation, and diffusion pathways for reactive species within a resilient, flexible framework. The proposed core–shell nanoyarns function as efficient water-splitting electrodes, deliver a high volumetric energy density in fiber-type supercapacitors, and operate as force sensors capable of detecting forces at the tens-of-micronewton level. These results establish the core–shell nanoyarn as a universal and scalable platform for wearable energy and sensing systems.</p><h3>Graphical Abstract</h3>\u0000<div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":459,"journal":{"name":"Advanced Fiber Materials","volume":"8 6","pages":"2609 - 2624"},"PeriodicalIF":22.6,"publicationDate":"2026-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149309852","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Weili Zhao, Vuong Dinh Trung, Yinjia Zhang, Xiuping Su, Xinghua Hong, Lina Cui, Xiangyang Liu
{"title":"Skin-Inspired Controllable Microcrack Electronic Skin with High Signal-to-Noise Ratio for High-Fidelity Pulse Wave Monitoring","authors":"Weili Zhao, Vuong Dinh Trung, Yinjia Zhang, Xiuping Su, Xinghua Hong, Lina Cui, Xiangyang Liu","doi":"10.1007/s42765-026-00763-6","DOIUrl":"10.1007/s42765-026-00763-6","url":null,"abstract":"<div><p>Wearable electronic skin (E-skin) with high sensitivity and stable response characteristics holds significant promise for human body monitoring. To address the critical bottleneck of stochastic microcrack morphology and poor structural controllability inherent in conventional MXene-based microcrack sensors, we present a skin-inspired, hierarchically structured E-skin in which ordered regulation of MXene microcracks is achieved through a pre-stretching–spray-coating coupling strategy. Benefiting from the synergistic interplay between structural engineering and conductive pathway modulation, the device achieves a sensitivity of 6.17 kPa<sup>–1</sup> over a pressure range of 0–60 kPa, along with a cycling stability exceeding 12000 loading–unloading cycles, a rapid response time of 40 ms, and a high signal-to-noise ratio (SNR) of 30.64 dB. By combining discrete wavelet transform (DWT) and continuous wavelet transform (CWT) for multi-scale analysis of radial and carotid arterial pulse signals, a dominant frequency of approximately 1.3 Hz (78 bpm) was extracted, validating the device’s high-resolution capability for detecting subtle physiological signals. This MXene-based microcrack E-skin offers a novel technical approach for the controllable fabrication of microcracks and demonstrates considerable potential for applications in wearable medical monitoring.</p><h3>Graphical Abstract</h3><div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":459,"journal":{"name":"Advanced Fiber Materials","volume":"8 6","pages":"2592 - 2608"},"PeriodicalIF":22.6,"publicationDate":"2026-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149310615","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Zijian Xu, Chao Hou, Yichen Liu, Ying Lyu, Jinghui Ling, Chong Zeng, Yanchen Zhu, Yunzhao Bai, Li Yuan, Dingfeng He, Yinji Ma, Zhouping Yin, YongAn Huang, Kan Li
{"title":"Hybrid Metal–ceramic Fiber Frameworks Based on Designs of Metallic Coatings for High-temperature Resistant Temperature–pressure Sensing","authors":"Zijian Xu, Chao Hou, Yichen Liu, Ying Lyu, Jinghui Ling, Chong Zeng, Yanchen Zhu, Yunzhao Bai, Li Yuan, Dingfeng He, Yinji Ma, Zhouping Yin, YongAn Huang, Kan Li","doi":"10.1007/s42765-026-00762-7","DOIUrl":"10.1007/s42765-026-00762-7","url":null,"abstract":"<div><p>Extreme thermal environments demand sensors with two mutually exclusive properties: flexibility (to conform curved surfaces and withstand dynamic stress) and high-temperature tolerance (to avoid degradation above 400 °C). However, existing polymer-based flexible sensors are thermally unstable, and conventional high-temperature sensors of ceramic and metal are inflexible. Herein, we address this challenge with a hybrid metal–ceramic framework of Pt<sub>x</sub>Au<sub>1−x</sub> coated ZrO<sub>2</sub>-Al<sub>2</sub>O<sub>3</sub> nanofibers (Pt<sub>x</sub>Au<sub>1−x</sub>@ZANF), enabling flexible dual-functional temperature–pressure sensing up to 800 °C. Systematic studies on solid-state dewetting, nano-grain melting, and phase stability identified Au-rich Pt<sub>0.15</sub>Au<sub>0.85</sub> as optimal: it retains a single face-centered cubic phase and low resistivity (< 1 order of magnitude increase) after 2 h at 800 °C in air, outperforming pure Pt/Au and Pt-rich alloys (prone to phase separation/spheroidization). Laser-patterned electrodes on Pt<sub>0.15</sub>Au<sub>0.85</sub>@ZANF yield a dual-functional temperature–pressure sensor, which exhibits both high-temperature resistance and flexibility. The sensor exhibited a sensitivity range of 0.019 kPa<sup>−1</sup> to 0.054 kPa<sup>−1</sup> and demonstrated stability over 360 cycles (≥ 3 h) at 800 °C, far exceeding the maximum operating temperature of other reported temperature–pressure sensors (≤ 300 °C). This framework combines flexibility and high-temperature tolerance, two essential properties for reliable sensing on curved industrial robot joints, chemical plant reactors, and spacecraft surfaces.</p><h3>Graphical Abstract</h3>\u0000<div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":459,"journal":{"name":"Advanced Fiber Materials","volume":"8 6","pages":"2578 - 2591"},"PeriodicalIF":22.6,"publicationDate":"2026-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149310752","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Muhammad Masud Rana, Sotoudeh Sedaghat, Akshay Krishnakumar, Devendra Sarnaik, Praveen Srinivasan, Yashwanth Ramesh, Md Mahabubur Rahman, Rahim Rahimi
{"title":"Laser-Assisted Patterning of Metallized Fabrics for Washable and Durable Electronic Textiles","authors":"Muhammad Masud Rana, Sotoudeh Sedaghat, Akshay Krishnakumar, Devendra Sarnaik, Praveen Srinivasan, Yashwanth Ramesh, Md Mahabubur Rahman, Rahim Rahimi","doi":"10.1007/s42765-026-00761-8","DOIUrl":"10.1007/s42765-026-00761-8","url":null,"abstract":"<div><p>Wearable electronic textiles (e-textiles) are increasingly being explored for continuous, noninvasive physiological monitoring; however, scalable fabrication of high-resolution circuitry with long-term mechanical and washing durability remains a major challenge. Conventional approaches, including screen printing, inkjet printing, and conductive-thread embroidery, enable the integration of conductive traces into garments but often suffer from limited patterning resolution, binder-related degradation, mechanical instability, and unreliable interfacing with electronic components. Here, we present a selective laser-assisted ablation method for directly defining conductive circuit traces on single-sided metallized fabrics (MFs) composed of woven, multi-stranded silver fiber yarns. This mask-free and chemical-free process enables rapid, digitally programmable patterning while preserving the structural integrity, flexibility, and breathability of the underlying textile. Importantly, localized laser heating simultaneously removes conductive fibers in selected regions and thermally fuses the exposed ends of adjacent silver yarns, thereby suppressing fraying and enhancing the mechanical robustness of the patterned circuit edges. Using a neodymium-doped yttrium aluminum garnet (Nd:YAG) laser tuned for high absorption by silver, controlled ablation at energy densities of 8–26.5 J·cm<sup>−2</sup> produced well-defined insulating regions without compromising the conductivity of neighboring traces. Surface and elemental analyses confirmed nearly complete silver removal, with residual silver content below 3% in the ablated areas. The resulting laser-ablated metallized fabric (LA-MF) exhibited low sheet resistance (approximately 2 mΩ/sq.), retained more than 94% of its initial conductivity after 10000 bending cycles, and maintained stable electrical performance after more than 20 machine-washing cycles. As a proof of concept, a 16-electrode electrical impedance tomography (EIT) array was patterned directly onto the MF and integrated into a compression garment for noninvasive lung-function monitoring. The textile electrodes enabled real-time impedance imaging, and an embedded convolutional neural network accurately classified respiratory states, including normal breathing and breath-hold conditions, even after repeated laundering. This laser-assisted patterning framework provides a robust, scalable, and manufacturing-compatible route for integrating high-performance circuit architectures directly into fabrics for wearable sensing, healthcare monitoring, and next-generation smart textile applications.</p><h3>Graphical Abstract</h3><div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":459,"journal":{"name":"Advanced Fiber Materials","volume":"8 6","pages":"2552 - 2577"},"PeriodicalIF":22.6,"publicationDate":"2026-08-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s42765-026-00761-8.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149310258","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Underwater-Adhesive, Stretchable Fabric Dry Electrode Based on a Novel Graphene Oxide Aqueous Polyurethane for Electrophysiological Monitoring","authors":"Rui Li, Xinyue Liao, Yige Liu, Juyeol Bae, Ronghui Wu, Changhong LINGHU, Xinghua Hong","doi":"10.1007/s42765-026-00755-6","DOIUrl":"10.1007/s42765-026-00755-6","url":null,"abstract":"<div><p>Electronic textiles (E-textiles) provide remarkable potential for next-generation personalized healthcare. However, the limitations in skin adhesion, underwater stability, and air permeability severely hinder their broader application, especially in dynamic and aquatic environments during sweating, showering, or underwater conditions. Here, we reported a highly skin-adhesive, underwater-stable, and breathable E-textile enabled by a graphene oxide–aqueous polyurethane (GAWPU) intermolecular network integrated with a macroscopic knitting structure. Mechanical testing on porcine skin demonstrates an exceptional shear adhesion strength (665 kPa), outperforming previously reported E-textile self-adhesive materials. Benefiting from its multi-scale architecture design, the knitted E-textile also exhibits high stretchability (> 300%) together with breathable waterproofness (466 ± 5 mm/s). The intrinsic water resistance and strong adhesiveness of the GAWPU network allow the E-textile to adhere firmly to biological tissues in wet environments, even for under-water scenarios. As a proof of concept, the E-textile is successfully used as a water-resistant electrode sensor for monitoring diverse human electrophysiological signals, such as surface electromyography (sEMG) and electrocardiography (ECG). Moreover, GAWPU's extraordinary biocompatibility and antibacterial properties enable prolonged skin contact without irritation. This E-textile forms a unified platform integrating tissue adhesion, environmental stability, and biosensing, paving the way for deploying textile-based electronics in real-world biomedical and interactive applications.</p></div>","PeriodicalId":459,"journal":{"name":"Advanced Fiber Materials","volume":"8 6","pages":"2520 - 2535"},"PeriodicalIF":22.6,"publicationDate":"2026-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149310501","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"In Situ Transformation of Natural Bark into Additive-Free, Self-Adhesive Composites","authors":"Qian Ren, Chenxi Li, Yaqun Liu, Guanghui Song, Yutong Zhou, Chunhao Du, Zifeng Liu, Jun Rao, Yuetong Kang, Baozhong Lü, Yupeng Chen, Feng Peng, Gegu Chen","doi":"10.1007/s42765-026-00738-7","DOIUrl":"10.1007/s42765-026-00738-7","url":null,"abstract":"<div><p>Lignocellulosic plastic composites are widely used in many industries for their excellent mechanical strength and durability owing to the synergistic effect of lignocelluloses and polymers. However, the polymer content severely limits their recyclability and environmental sustainability. Here, a self-adhesive lignocellulosic composite is designed directly from forestry residue <i>Eucommia ulmoides</i> bark (EUB), which is rich in <i>Eucommia ulmoides</i> gum (EUG) and lignin. The fabrication consists of a two-step process of in situ epoxidation and self-adhesive technique. In situ epoxidation transformed the intrinsic EUG into an excellent viscoelastic epoxidized EUG (EEUG). The self-adhesive technique relies on hydrogen bonding reinforcement promoted by pressure-assisted densification and thermal-assisted flow of EEUG, and further enhanced by epoxy ring-opening. This process converts the raw materials into a fully natural self-adhesive composite without any additional polymers. The demonstrated composite exhibits enhanced mechanical strength, notable flexibility, high hydrophobicity (contact angle at 104.55°), remarkable water resistance, improved thermal stability, and biodegradability (52.96% mass loss in 5 months). In addition, the life cycle assessment reveals a carbon emission factor of 3.28 kg CO<sub>2</sub> eq/kg, which can be reduced to 1.56 kg CO<sub>2</sub> eq/kg under renewable-energy production. This work demonstrates a practical route for transforming forestry residue into high-value lignocellulosic materials and provides an environmentally benign alternative to conventional plastic-bonded systems.</p><h3>Graphical Abstract</h3>\u0000<div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":459,"journal":{"name":"Advanced Fiber Materials","volume":"8 6","pages":"2372 - 2383"},"PeriodicalIF":22.6,"publicationDate":"2026-08-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149310045","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Xiaoshuang Liu, Chao Duan, Kang Yang, Xin Tong, Chaochao Tian, Chenyang Cai, Yonghao Ni
{"title":"Scalable Cellulose-Templated Micro/Nano Clusters with Hierarchical Nanoconfined Scattering via Interface Self-Assembly for Efficient Passive Daytime Radiative Cooling","authors":"Xiaoshuang Liu, Chao Duan, Kang Yang, Xin Tong, Chaochao Tian, Chenyang Cai, Yonghao Ni","doi":"10.1007/s42765-026-00758-3","DOIUrl":"10.1007/s42765-026-00758-3","url":null,"abstract":"<div><p>Passive daytime radiative cooling (PDRC) offers a zero-energy solution to mitigate the global energy crisis, yet insufficient solar reflection and complex fabrication procedures may hinder its practical applications. Herein, this study presents hierarchically structured zinc oxide (ZnO) clusters regulated by the matrix-regenerated cellulose fibrils (RCFs) template for efficient PDRC. A proposed ZnCl<sub>2</sub>-mediated cellulose dissolution-regeneration strategy is developed to yield hydroxyl-rich RCFs with anchored Zn<sup>2+</sup> ions, thereby facilitating the interfacial self-assembly of well-dispersed, flower-like ZnO clusters. Acting as efficient scattering centers, these hierarchical micro/nano architectures enhance light scattering via multiple internal reflections, endowing the ZnO/RCFs composites with an ultrahigh solar reflectivity (as high as 99.6% in the visible-light region to the near-infrared range) and ultra violet (UV) resistance (> 240 h). Based on experimental results and theoretical simulations, a 'hierarchical-confined scattering' effect is proposed to clarify this mechanism. Combined with the high infrared emissivity (96.7%) in the mid-infrared region of the RCFs matrix, this synergy enables a remarkable daytime sub-ambient cooling of 11.2 °C. Energy consumption simulations further demonstrate its significant energy-saving potential across diverse climatic zones in China by reducing cooling demand. Notably, the ZnO/RCFs composites can be processed into various PDRC products via different techniques. This work offers a scalable and sustainable strategy to develop high-performance PDRC materials to address escalating global energy challenges.</p><h3>Graphical Abstract</h3>\u0000<div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":459,"journal":{"name":"Advanced Fiber Materials","volume":"8 6","pages":"2536 - 2551"},"PeriodicalIF":22.6,"publicationDate":"2026-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149310720","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Liang Zhang, Dongzi Yang, Shouwen Zhu, Yingying Huang, Wenjie Xu, Ning Ma, Zengcai Zhao, Kaiping Yuan, Ming Wang, Bo Fang, Xiaoming Tao
{"title":"Engineering Conducting Polymer Islands Toward High-Performance Solid-State Organic Electrochemical Transistors for Gas Recognition","authors":"Liang Zhang, Dongzi Yang, Shouwen Zhu, Yingying Huang, Wenjie Xu, Ning Ma, Zengcai Zhao, Kaiping Yuan, Ming Wang, Bo Fang, Xiaoming Tao","doi":"10.1007/s42765-026-00754-7","DOIUrl":"10.1007/s42765-026-00754-7","url":null,"abstract":"<div><p>Fluent ion transport within conducting polymer channels can boost overall performance of organic electrochemical transistors (OECTs), which requires a highly accessible ion migration path. Here, we design highly crystalline Poly(3,4-ethylenedioxythiophene) (PEDOT) islands with an average lateral size of around 9.11 nm in channels of solid-state OECTs by in situ crosslinking poly(styrenesulfonate) chains via a progressive wet-spinning method. Compared with conventional condensed PEDOT channels, the reduced Warburg coefficient of 1299.4 Ω·s<sup>−1/2</sup> in island PEDOT confirms the enhancement of ion dynamics and the opening of ion transport path, while the crystalline regions enable durable ion exchange ability and long-term operation of devices, resulting in an ultra-high <i>I</i><sub>on/off</sub> ratio of 9.2 × 10<sup>3</sup> and excellent stability over 3300 cycles. Meanwhile, the OECT also exhibits excellent short-term plasticity and multi-gas response capabilities. To simulate the capacity of olfactory receptors in encoding complex gases, we further fabricated an OECT sensor array including four functionalized gate materials. Combined with a convolutional neural network algorithm, the OECT sensor array achieved a high accuracy of 97.9% for identifying five gases. The engineered microstructure strategy of constructing island structures by controlling crystallization behavior offers a novel pathway for optimizing ion dynamics in conducting polymer and advancing high-performance bioelectronic devices.</p><h3>Graphical Abstract</h3>\u0000<div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":459,"journal":{"name":"Advanced Fiber Materials","volume":"8 6","pages":"2506 - 2519"},"PeriodicalIF":22.6,"publicationDate":"2026-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s42765-026-00754-7.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149310700","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}