Z Y Chen, Yu Cai, Shanshan Zhang, Yue Zhou, Yiming Wei, Junhao Li, Rong Xu, Yunbo Gai, Xuesong Ye, Congcong Zhou, Bo Liang
{"title":"A Wearable Paper‐Based Patch Integrating Osmotic Sweat Extraction and Differential Sensing for Continuous L‐Dopa Monitoring in Parkinson's Disease","authors":"Z Y Chen, Yu Cai, Shanshan Zhang, Yue Zhou, Yiming Wei, Junhao Li, Rong Xu, Yunbo Gai, Xuesong Ye, Congcong Zhou, Bo Liang","doi":"10.1002/admt.71086","DOIUrl":"https://doi.org/10.1002/admt.71086","url":null,"abstract":"ABSTRACT Levodopa (L‐Dopa) pharmacokinetic monitoring is crucial for optimizing therapy in Parkinson's disease (PD); however, existing sweat sensors are still limited by their reliance on active perspiration and poor specificity in complex biofluids. Here, we present a passive osmotic differential electrochemical (PODE) patch for continuous, non‐invasive L‐Dopa monitoring under resting conditions. The patch employs an ethylene glycol‐loaded polyacrylamide/polyvinyl alcohol (PAAm/PVA) hydrogel as a “chemical osmotic pump” to drive sweat transport without external power or physical exertion. For sensitive detection, a three‐dimensional paper‐based electrode is constructed via in situ growth of acrylamide‐doped poly(3,4‐ethylenedioxythiophene):poly(styrenesulfonate) (PEDOT:PSS) and gold nanoparticles (AuNPs). To eliminate interferences from uric acid (UA) and ascorbic acid (AA), a tyrosinase‐enabled dual‐channel differential sensing strategy is employed. The sensor exhibits a wide linear range and maintains high selectivity in complex artificial sweat. By seamlessly integrating passive sampling with interference‐rejecting electrochemical detection, this flexible, low‐cost patch offers a practical and user‐friendly platform for personalized, at‐home management of PD.","PeriodicalId":7200,"journal":{"name":"Advanced Materials & Technologies","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148305654","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Peng Zhang, Hongyan Sun, Wei Zhang, Jiaying Zhang, Bo Chen, Adil Farooq Lodhi, Chan Li, Zijin Zeng, Chutian Wang, Yuguo Dai, Jiapeng Yang, Yinyan Wang, T. Jiang, Lin Feng
{"title":"Ultrasound‐Triggered Mn‐BaTiO <sub>3</sub> Nanoplatform for MRI‐Guided Piezocatalytic Therapy","authors":"Peng Zhang, Hongyan Sun, Wei Zhang, Jiaying Zhang, Bo Chen, Adil Farooq Lodhi, Chan Li, Zijin Zeng, Chutian Wang, Yuguo Dai, Jiapeng Yang, Yinyan Wang, T. Jiang, Lin Feng","doi":"10.1002/admt.202501331","DOIUrl":"https://doi.org/10.1002/admt.202501331","url":null,"abstract":"ABSTRACT Recent studies highlight piezocatalytic therapy (PCT) as a superior curative strategy owing to its stable dynamic control compared to sonoluminescence‐activated sonodynamic therapy (SDT). However, most nano‐piezoelectric catalysts' catalytic efficiency in biosafety and biocompatibility is unsatisfactory. Herein, this study modifies the typical piezoelectric material tetragonal barium titanate (T‐BTO). It introduces novel manganese (Mn) ‐coated T‐BTO nanoparticles (MCTB) that possess magnetic resonance imaging (MRI) ability and enhanced PCT effects. The encapsulation of Mn masks the piezoelectric effect of the nanoparticles, and the acidic tumor microenvironment (TME) triggers the stripping of Mn and restoration of the piezoelectric effect of T‐BTO, which produces ROS under ultrasonic irradiation. The presence of Mn ions also enhances the MRI property of the tumor site as a contrast agent. Additionally, ultrasonic irradiation promotes the conversion of low‐valence Mn into a high‐valence state, further stimulating ROS production. The biosafety, therapeutic effects, T1‐weighted MRI, and piezoresponse of MCTB are investigated in vitro. Animal studies also indicate that the nanoparticles display good treatment performance when activated by ultrasound and guided by MRI. Therefore, this study develops an MCTB particle that boosts ROS generation, enables tumor‐specific ROS release, and enhances T1‐weighted MRI, offering a safe PCT approach for tumors.","PeriodicalId":7200,"journal":{"name":"Advanced Materials & Technologies","volume":"11 8","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-01-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147891649","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Su Liu, Yinsong Si, Yujie You, Keyi Xiong, Qiangyu Xue, Jinhan Li, H.W. Wang, Yaofeng Zhu, Yaqin Fu, Min Chen
{"title":"Biomimetic Nanoporous Brochosome Carbons with Microporous Quasi‐Superstructure for Ultra‐Broadband Microwave Absorption","authors":"Su Liu, Yinsong Si, Yujie You, Keyi Xiong, Qiangyu Xue, Jinhan Li, H.W. Wang, Yaofeng Zhu, Yaqin Fu, Min Chen","doi":"10.1002/admt.202501842","DOIUrl":"https://doi.org/10.1002/admt.202501842","url":null,"abstract":"ABSTRACT Carbon microwave absorbers with strong and broad absorptions are highly desired to avert electromagnetic pollution in various scenarios, however the pronounced impedance mismatch of traditional carbon greatly hinders their practical applications. Superstructures addressing this challenge have hitherto been fabricated on relatively intricate, still‐fragile routes, which stability remains a critical concern. Herein, biomimetic nanoporous brochosome carbons (BCs) with microporous quasi‐superstructure were successfully prepared using a unique hard template‐SiO 2 brochosome microspheres (SiO 2 BMs). By simply adjusting the ratio of CTAB containing SiO 2 BMs and the polydopamine (PDA), the microstructure of microporous quasi‐superstructure on the hollow wall of BCs could be fine‐turned. The obtained BCs exhibit selective heteroatom doping and localized carbonization surrounding the regularly arranged micropores, achieving an optimized impedance matching and significantly enhances the capture and dissipation of incident microwaves. Notably, BC‐2.0 shows a minimum reflection loss ( RL min ) of −54.33 dB and an ultra‐broad maximum effective absorption bandwidth ( EAB max ) of 8.85 GHz at a thickness of 2.90 and 2.89 mm, covering the full Ku‐ and X‐bands, respectively, without any magnetic particles. This work interprets the brochosome‐micropores quasi‐superstructure and spatially differentiated heteroatom doping, providing a new perspective for boosting the advances of carbon‐based microwave absorbers.","PeriodicalId":7200,"journal":{"name":"Advanced Materials & Technologies","volume":"11 8","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147918110","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Xiaolong Lu, Bincheng Zhao, Xiaoxiao Liu, Xinhai Chen, Bo Wang, Ying Wei, Long Cao, Zhexiao Zhu, Dawei Wu, Jun Yin, Wunjuan Liu
{"title":"Acoustic‐Magnetic 3D‐Printed Microrobots for Hybrid Manipulation in Viscous Oil Environment","authors":"Xiaolong Lu, Bincheng Zhao, Xiaoxiao Liu, Xinhai Chen, Bo Wang, Ying Wei, Long Cao, Zhexiao Zhu, Dawei Wu, Jun Yin, Wunjuan Liu","doi":"10.1002/admt.202502100","DOIUrl":"https://doi.org/10.1002/admt.202502100","url":null,"abstract":"ABSTRACT As a manipulation platform exhibiting distinct advantages at micro/nanoscales, microrobots demonstrate significant application potentials across biological, medical, and chemical engineering domains. However, current research for microrobot design and actuation predominantly focuses on aqueous and physiological fluid environments, and thus effective ways for driving microrobots to operate in viscous oil‐based media remains are still limited. To address this issue, we develop an acoustic magnetic hybrid microrobot leveraging bubble and fin structures for acoustic propulsion as well as magnetic coating layer for controlled navigation. With acoustic stimuli, the microrobot can achieve 2–6 mm/s motion speed propelled by the oscillating bubble. With magnetic steering, the microrobot can be controlled to move along arbitrary paths. Experimental results demonstrate that the microrobot can rapidly and accurately navigate to target locations in oil environments. Secondary acoustic radiation forces can capture target particles with different sizes, then transport them to target location and release. The proposed acoustic‐magnetic hybrid manipulation strategy enables microrobots to operate in viscous oil environments, offering a new paradigm to unlock the environment adaptability for complex application scenarios.","PeriodicalId":7200,"journal":{"name":"Advanced Materials & Technologies","volume":"11 8","pages":""},"PeriodicalIF":0.0,"publicationDate":"2026-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147898259","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Zhuohuan Wu, Jiayi Liu, He Zhang, Jiayun Feng, Yanhong TIAN
{"title":"Low‐Hysteresis Self‐Powered Flexible Humidity Sensor Based on Sulfonated Graphene Oxide for Breath Monitoring","authors":"Zhuohuan Wu, Jiayi Liu, He Zhang, Jiayun Feng, Yanhong TIAN","doi":"10.1002/admt.202502304","DOIUrl":"https://doi.org/10.1002/admt.202502304","url":null,"abstract":"ABSTRACT Self‐powered humidity sensors promise low power, long‐term deployment, and miniaturization for smart agriculture, industrial automation, and wearable health monitoring. Conventional graphene oxide (GO) devices suffer from strongly bound water and high through‐thickness diffusion resistance, leading to slow recovery and pronounced hysteresis. Here we report a 3D sulfonated GO (S‐GO) self‐powered flexible humidity sensor. Introducing sulfonic groups with higher hydrophilicity and polarity enables proton generation at low relative humidity and rapid recombination during drying. The electrostatic repulsion induced by sulfonation slightly enlarges and homogenizes the interlayer spacing, and, together with a 3D interconnected framework, forms low‐tortuosity pathways for water transport. These features jointly shorten response and recovery times and markedly reduce hysteresis. The device operates without external bias and produces a stable voltage under humidity perturbations, exhibiting excellent cycling stability. We further demonstrate that the sensor can distinguish different breathing patterns. The proposed S‐GO architecture offers a promising materials‐and‐structure route toward fast, low‐hysteresis, and stable humidity sensing for flexible wearables and human‐machine interaction.","PeriodicalId":7200,"journal":{"name":"Advanced Materials & Technologies","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/admt.202502304","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147331462","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Xingzhou Su, Wenxuan Yang, Wenjie Luo, Boyoung Han, Xiaoli Wang, Hao Huang, Yang Zhang, Xue‐Feng Yu, Yanliang Liu
{"title":"Silicone‐Bonded Robust Perovskite Thick Films Integrated onto TFT Arrays for X‐Ray Imaging","authors":"Xingzhou Su, Wenxuan Yang, Wenjie Luo, Boyoung Han, Xiaoli Wang, Hao Huang, Yang Zhang, Xue‐Feng Yu, Yanliang Liu","doi":"10.1002/admt.202502267","DOIUrl":"https://doi.org/10.1002/admt.202502267","url":null,"abstract":"ABSTRACT Although perovskite thick films are promising candidates for direct X‐ray imaging, their poor thermal shock resistance compromises the structural integrity, leading to cracking and detachment of the thick films. Herein, we employed a silicone binder to achieve robust integration of perovskite thick films onto TFT arrays while ensuring efficient charge transport. The skeletal effect of the silicone binder produced compact films and robust adhesion to the TFT array, increasing the bond strength from 13.73 to 47.61 N. Furthermore, the terminal groups of the silicone effectively passivate defects and elevate charge transport in the perovskites, leading to reduced defect density from 1.29 × 10 11 to 5.92 × 10 10 cm −3 and enhanced carrier mobility‐lifetime (µτ) product from 5.17 × 10 −4 to 1.66 × 10 −3 cm 2 V −1 . The resulting X‐ray detectors demonstrate a remarkably low detection limit of 37.12 nGy air s −1 , and the flat‐panel X‐ray detector achieves a high spatial resolution of 2.8 lp mm −1 , enabling clear and high‐contrast X‐ray imaging.","PeriodicalId":7200,"journal":{"name":"Advanced Materials & Technologies","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147333383","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Molecularly Imprinted Chitosan‐Polyvinyl Alcohol Two‐Dimensional Photonic Hydrogel for Detecting Hormones","authors":"Mingyu Cui, Suiyuan Huang, Jianwei Xin, Panpan Ma, Liping Heng, Yuqi Zhang, Jijiang Wang","doi":"10.1002/admt.202501904","DOIUrl":"https://doi.org/10.1002/admt.202501904","url":null,"abstract":"ABSTRACT Dexamethasone sodium phosphate (DSP) and betamethasone sodium phosphate (BSP) are synthetic corticosteroids used for anti‐inflammatory and immunosuppressive purposes. However, prolonged use may cause severe side effects, necessitating sensitive detection methods. Conventional techniques often suffer from complexity, signal interference, and a lack of real‐time capability. This study develops molecularly imprinted 2D photonic hydrogels (DSP/BSP‐MIPH) for selective, sensitive, and regenerable detection of DSP and BSP. The DSP‐MIPH sensor exhibits swelling in DSP solution, enabling linear detection in three ranges (0.1–9, 10–100, and 100–1000 µ M ) with a limit of detection (LoD) of 41 nM. BSP‐MIPH shows shrinkage upon binding, with linear responses in 0.05–1 and 5–1000 µ M ranges and a LoD of 28 n M . The limits of quantitation are 1.2 µ M and 146 n M for DSP and BSP, respectively. The opposite volume changes stem from distinct hydrogen bonding interactions between drug functional groups and the hydrogel network. The sensors successfully quantify DSP and BSP in commercial injections, achieving recovery rates of 96.7%–109.5% for DSP and 97.9%–104.8% for BSP, with RSDs 3.91%–6.21% for DSP and 3.57%–5.76% for BSP. These results demonstrate that the MIPH sensors provide accurate, reliable, and straightforward detection for DSP and BSP in real samples, giving a promising strategy for precise hormone drug monitoring.","PeriodicalId":7200,"journal":{"name":"Advanced Materials & Technologies","volume":"11 7","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147912728","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Xudong Liu, Yong Wen, Shenzhen Li, Lu Zhou, Hao Wu, Junhao Xie, Jinqiu Tao, Qianping Ran
{"title":"Photothermal Superhydrophobic Coating Based on Hollow Carbon Nanospheres and Water‐Soluble Fluorine‐Free Polysiloxane for Durable Anti‐Icing/Deicing","authors":"Xudong Liu, Yong Wen, Shenzhen Li, Lu Zhou, Hao Wu, Junhao Xie, Jinqiu Tao, Qianping Ran","doi":"10.1002/admt.202501476","DOIUrl":"https://doi.org/10.1002/admt.202501476","url":null,"abstract":"ABSTRACT Ice accretion induced by extreme weather conditions poses a serious threat to the safe operation of infrastructure. Although superhydrophobic coatings exhibit excellent passive anti‐icing performance, they generally lack active deicing capabilities. In this study, a novel photothermal superhydrophobic coating (PM‐CPPS) is developed by integrating hydrangea‐like hollow carbon nanospheres (CPPS) with a water‐soluble fluorine‐free polysiloxane (PMATE), enabling a synergistic effect of passive anti‐icing and active deicing. The hierarchical micro/nanostructure and low surface energy of the PM‐CPPS coating significantly enhanced its hydrophobicity (WCA > 157°), and the photothermal effect enabled complete melting of surface ice within 93 s. Experimental results showed that at −15°C, the coating extended the freezing time of water droplets by approximately 20‐fold. Additionally, interfacial adhesion is improved via an epoxy–amine ring‐opening reaction between epoxy groups and polydopamine (PDA), allowing the coating to maintain superhydrophobicity after 200 sandpaper abrasion cycles and 160 tape‐peeling tests. PM‐CPPS exhibited an ultra‐low initial ice adhesion strength (5.25 kPa) and a stable photothermal conversion efficiency of 83.24%. This study offers an efficient and durable coating design strategy for long‐term anti‐icing and deicing applications in infrastructure under extreme environmental conditions.","PeriodicalId":7200,"journal":{"name":"Advanced Materials & Technologies","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147332090","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"HPMC‐Based Anisotropic Aerogels with HGM‐Alumina Fiber Co‐Filling for Extreme‐Temperature Thermal Management","authors":"Jianfei Liu, Xiaolong An, Hui Yang, Kun Han","doi":"10.1002/admt.202501982","DOIUrl":"https://doi.org/10.1002/admt.202501982","url":null,"abstract":"ABSTRACT Overcoming the inherent density‐strength‐stability trade‐off in ceramic aerogels remains challenging. Herein, we present HAlCAs, an ultralight aerogel fabricated by integrating hollow glass microspheres and alumina microfibers within a nano‐hydroxypropyl methylcellulose (HPMC) matrix. Utilizing a sol‐gel process followed by directional freeze‐casting, we construct a deliberately engineered, 3D interwoven scaffold with uniformly dispersed fibers and microspheres. This unique “rigid‐yet‐flexible” architecture achieves a record porosity of 96% and an ultralow density of 20 mg cm −3 . Critically, it endows HAlCAs with fully recoverable superelasticity across an extreme temperature range (−196°C to 1200°C), while simultaneously suppressing structural collapse and thermal‐conductivity surges. The resultant aerogel exhibits exceptional thermal insulation, with a room‐temperature conductivity of 0.028 W m −1 K −1 that rises minimally to only 0.046 W m −1 K −1 even at 1200°C. Remarkably, a 20 mm‐thick HAlCAs sample reduces the backside temperature by 1000°C when exposed to a 1200°C flame, highlighting its outstanding flame barrier performance. This green, scalable process routinely yields monoliths from abundant, low‐cost precursors. Combining ultralow density, high temperature superelasticity, superior thermal insulation, and intrinsic flame retardancy. HAlCAs aerogels offer opportunities for next‐generation thermal super‐insulators in extreme environments, including hypersonic thermal‐protection systems, deep‐space insulation cabins, industrial furnaces, and battery packs.","PeriodicalId":7200,"journal":{"name":"Advanced Materials & Technologies","volume":"11 6","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147901641","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Shixiang Lin, Chengfeng Sun, Yuhan Huang, Bin Cheng, Heng Luo, Minglu Zhu, Tao Chen, Fengxia Wang, Lining Sun
{"title":"Machine Learning‐Assisted Intelligent Gesture Recognition and VR Space Communication Smart‐Glove System Using Strain Sensors","authors":"Shixiang Lin, Chengfeng Sun, Yuhan Huang, Bin Cheng, Heng Luo, Minglu Zhu, Tao Chen, Fengxia Wang, Lining Sun","doi":"10.1002/admt.202501844","DOIUrl":"https://doi.org/10.1002/admt.202501844","url":null,"abstract":"ABSTRACT Gesture recognition based on machine‐learning approaches plays a pivotal role in advancing Human–machine Interaction (HMI) and robotics. Typical smart glove solutions with flexible sensors can only recognize discrete gestures, not sentences, and fail to meet the daily communication needs of signers. Moreover, current interfaces for displaying recognition outcomes are mostly confined to smartphones or computers, limiting seamless communication between signers and non‐signers. Herein, we propose an artificial intelligence hand gesture recognition HMI system consisting of an intelligent sensing glove, a machine learning module, and a virtual reality interface. This system represents a substantial leap forward in gesture recognition technology with adaptability, comfort, and lightweight construction. Enhanced by advanced machine learning algorithms, it achieves remarkable accuracy across a diverse range of gestures—including 10 numeric gestures, 14 alphabetic phrases, and 5 sentence patterns—boasting 99.5% accuracy for numeric and 99.3% accuracy for alphabetic recognition and an impressive 98.8% accuracy for sentence‐level interpretation. The system projects recognition results into a virtual space, translating gestures into text in real time. This functionality facilitates not only human–machine interaction but also inter‐human communication, particularly bridging the gap between signers and non‐signers. It underscores its potential for practical implementation in next‐generation HMI systems.","PeriodicalId":7200,"journal":{"name":"Advanced Materials & Technologies","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147907032","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}