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An analytical pressure-velocity fusion algorithm-empowered flexible sensing patch for flight parameter detection 一种基于分析压力-速度融合算法的飞行参数检测柔性传感贴片
IF 14.6 1区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-07-27 DOI: 10.1038/s41528-025-00442-3
Yunfan Li, Zihao Dong, Zheng Gong, Zhiqiang Ma, Xin Ke, Tianyu Sheng, Xiaochang Yang, Xilun Ding, Yonggang Jiang

Flexible sensing array integrated with multiple sensors is an attractive approach for flight parameter detection. However, the poor resolution of flexible sensors and time-consuming neural network processes mitigate their accuracy and adaptability in predicting flight parameters. Here we present an ultra-thin flexible sensing patch with a new configuration, comprising a differential pressure sensor array and a vector flow velocity sensor. The capacitive differential pressure sensor array is fabricated by a multilayer polyimide bonding technique, reaching a resolution of 0.14 Pa. To solve flight parameters with the flexible sensing patch, we develop an analytical pressure-velocity fusion algorithm, enabling fast response and high accuracy in flight parameter detection. The average errors in calculating the angle of attack, angle of sideslip, and airspeed are 0.22°, 0.35°, and 0.73 m s−1, respectively. The high-resolution flexible sensors and novel analytical pressure-velocity fusion algorithm pave the way for flexible sensing patch-based air data sensing techniques.

多传感器集成柔性传感阵列是一种有吸引力的飞行参数检测方法。然而,柔性传感器分辨率较差,神经网络处理耗时,降低了其预测飞行参数的准确性和适应性。在这里,我们提出了一种具有新配置的超薄柔性传感贴片,包括一个差压传感器阵列和一个矢量流速传感器。该电容式差压传感器阵列采用多层聚酰亚胺键合技术制备,分辨率为0.14 Pa。为了利用柔性传感贴片求解飞行参数,我们开发了一种解析式压力-速度融合算法,实现了快速响应和高精度的飞行参数检测。计算迎角、侧滑角和空速的平均误差分别为0.22°、0.35°和0.73 m s−1。高分辨率柔性传感器和新型分析压力-速度融合算法为基于柔性传感贴片的空气数据传感技术铺平了道路。
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引用次数: 0
Robust and flexible organic electrochemical transistors enabled by electropolymerized PEDOT 电聚合PEDOT实现了坚固而灵活的有机电化学晶体管
IF 14.6 1区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-07-26 DOI: 10.1038/s41528-025-00457-w
Meijing Wang, Jiaxin Fan, Michel Bilodeau-Calame, Chihyeong Kim, Cheng-Ling Chiang, Ademar Fabricio Chaverri Segura, Vito Vurro, Ilaria Bargigia, Janine Mauzeroll, Fabio Cicoira

Organic electrochemical transistors (OECTs) based on poly(3,4-ethylenedioxythiophene) (PEDOT) have been extensively studied, yet devices fabricated via electropolymerization remain underexplored in terms of the underlying ionic dynamics and the potential for flexible integration. In this work, we demonstrate robust OECTs based on electropolymerized PEDOT, exhibiting negligible drain current degradation after 1000 cycles of operation in aqueous NaCl. Compared to inkjet-printed devices, they offer markedly superior cycling stability, which is further enhanced by the incorporation of the small anionic dopant ClO4. We also show flexible, lightweight OECTs by electropolymerizing PEDOT on ultrathin parylene substrates, achieving stable performance under mechanical strain. Furthermore, Electrochemical Quartz Crystal Microbalance with Dissipation (EQCM-D) analysis reveals distinct ion transport behavior in PEDOT:ClO4, where dopant ejection dominates doping/dedoping process, unlike in PEDOT:PSS. This study underscores the advantages of electropolymerization and small-ion doping, offering new mechanistic insights and advancing the design of high-performance, flexible OECTs for bioelectronic applications.

基于聚(3,4-乙烯二氧噻吩)(PEDOT)的有机电化学晶体管(OECTs)已经得到了广泛的研究,但通过电聚合制造的器件在潜在的离子动力学和柔性集成潜力方面仍未得到充分的探索。在这项工作中,我们展示了基于电聚合PEDOT的强大OECTs,在NaCl水溶液中运行1000次后,其漏极电流降解可以忽略不计。与喷墨打印器件相比,它们具有明显优越的循环稳定性,并且通过加入少量阴离子掺杂剂ClO4−进一步增强了循环稳定性。我们还通过在超薄的聚对二甲苯基板上电聚合PEDOT,展示了灵活、轻便的oect,在机械应变下实现了稳定的性能。此外,电化学石英晶体耗散微天平(EQCM-D)分析揭示了PEDOT:ClO4中不同的离子输运行为,掺杂/脱掺杂过程中掺杂喷射占主导地位,这与PEDOT:PSS不同。这项研究强调了电聚合和小离子掺杂的优势,提供了新的机制见解,并推进了高性能、柔性OECTs的设计,用于生物电子应用。
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引用次数: 0
Mechanically guided 4D printing of a triboelectricity-driven acoustic transducer for self-powered and intelligent voice recognition 用于自供电和智能语音识别的摩擦电驱动声学换能器的机械引导4D打印
IF 14.6 1区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-07-19 DOI: 10.1038/s41528-025-00451-2
Dongik Kam, Girak Gwon, Yoonsang Ra, Donghan Lee, Yu-seop Kim, Joonmin Chae, Jong Woo Kim, Dongwhi Choi

Triboelectricity-driven acoustic transducers with various merits have demonstrated significant potential in energy harvesting and self-powered sensing. The transducers generally require additionally a spacer and a corresponding exquisite process for smooth operation, which provides an unnecessary interface between the elements. The exploration of a novel manufacturing approach for triboelectricity-driven acoustic transducers is warranted to resolve this issue. Here, Triboelectricity-driven Oscillating Nano-Electricity generator (TONE) developed via mechanically guided four-dimensional (4D) printing is introduced for acoustic energy harvesting and self-powered voice recognition. The mechanically buckled structure of the TONE facilitates its smooth oscillation by sound wave without the use of an additional spacer, enabling the TONE to exhibit outputs of 156 V and 10 μA. The output characteristics of the TONE are analyzed based on the acoustic-structural-triboelectric interaction mechanism. The TONE demonstrates practical versatility by providing power to commercial electronics from controlled/daily sound and being utilized in artificial intelligence-based human voice recognition sensors.

摩擦电驱动的声换能器具有各种优点,在能量收集和自供电传感方面显示出巨大的潜力。换能器通常需要额外的间隔器和相应的精美工艺才能顺利运行,这在元件之间提供了不必要的接口。为了解决这一问题,有必要探索一种新的摩擦电驱动声换能器制造方法。本文介绍了通过机械引导四维(4D)打印开发的摩擦电驱动振荡纳米发电机(TONE),用于声学能量收集和自供电语音识别。TONE的机械屈曲结构有助于其通过声波平滑振荡而无需使用额外的间隔,使TONE能够显示156 V和10 μA的输出。基于声-结构-摩擦-电相互作用机理,分析了TONE的输出特性。TONE展示了实用的多功能性,为商业电子设备提供来自受控/日常声音的电力,并用于基于人工智能的人类语音识别传感器。
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引用次数: 0
Mechanically stable, and reversible integration of microchips on textile: liquid metal-based anisotropic conductive adhesive 机械稳定、可逆的微芯片在纺织品上的集成:液态金属基各向异性导电粘合剂
IF 14.6 1区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-07-18 DOI: 10.1038/s41528-025-00452-1
Sang Gil Lee, Kyeong-Bin Kim, Hyesu Choi, Joo Hwan Shin, Chanho Jeong, Geonoh Choe, Gyan Raj Koirala, Jae-seung Shim, Yujin Mun, Young Gil Kim, Yei Hwan Jung, Eun-Ho Lee, Tae-il Kim

Integrating surface-mounted devices (SMDs) onto textiles remains a key challenge in wearable electronics due to textile surface irregularities and heat sensitivity. Conventional methods like soldering or anisotropic conductive films (ACFs) often fail in such environments. We introduce a low-stress anisotropic conductive adhesive (LS-ACA) composed of eutectic gallium–indium (EGaIn) liquid metal particles (LMPs) embedded in a pressure-sensitive SIS matrix. LS-ACA offers excellent electrical conductivity, mechanical flexibility, and durability under bending, stretching, and crumpling. Finite element analysis shows it reduces interfacial stress concentrations compared to soldering, maintaining uniform stress even under 10% strain. It achieves ultra-low contact resistance (1.5 mΩ at >64 wt% LMPs) and enables low-temperature bonding on diverse substrates. Moreover, LS-ACA supports over 10 reuse cycles without surface damage or performance loss. This scalable, reusable material offers a promising path for integrating electronics into fabrics, advancing sustainable and flexible wearable technologies.

由于纺织品表面的不规则性和热敏性,将表面贴装器件(smd)集成到纺织品上仍然是可穿戴电子产品的一个关键挑战。传统的方法,如焊接或各向异性导电膜(ACFs)在这种环境中往往失败。我们介绍了一种由共晶镓铟(EGaIn)液态金属颗粒(LMPs)嵌入压敏SIS矩阵的低应力各向异性导电粘合剂(LS-ACA)。LS-ACA提供优异的导电性,机械灵活性和耐久性下弯曲,拉伸和皱缩。有限元分析表明,与焊接相比,它降低了界面应力集中,即使在10%的应变下也能保持均匀的应力。它实现了超低接触电阻(在>;64 wt% LMPs时1.5 mΩ),并能够在各种衬底上进行低温粘合。此外,LS-ACA支持超过10次的重复使用周期,而不会损坏表面或降低性能。这种可扩展、可重复使用的材料为将电子产品集成到织物中,推进可持续和灵活的可穿戴技术提供了一条有前途的途径。
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引用次数: 0
Low-voltage wearable tactile display with thermo-pneumatic actuation 低压可穿戴触觉显示与热气动驱动
IF 14.6 1区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-07-16 DOI: 10.1038/s41528-025-00426-3
A. Mazzotta, S. Taccola, I. Cesini, M. Sanchez Sifuentes, R. A. Harris, V. Mattoli

Tactile displays often face challenges like high power consumption, bulky control systems, and limited portability, hindering their application in wearable technologies. This work presents a novel thermo-pneumatic tactile display that operates via localized heating of a small air volume, enabling low-voltage operation with standard batteries. Its fully portable design integrates control electronics into a wearable bracelet with Bluetooth activation, enhancing practicality. Mechanical tests demonstrated the device’s ability to generate forces exceeding 30 mN and displacements of tens of microns using pulsed signals with modulable durations and frequencies. User tests with voluntary participants confirmed its effectiveness as a tactile display, achieving 83% accuracy in recognizing Braille patterns. By addressing key limitations of traditional systems, this approach offers a promising solution for compact, low-power wearable tactile interfaces.

触觉显示器经常面临诸如高功耗、庞大的控制系统和有限的便携性等挑战,阻碍了它们在可穿戴技术中的应用。这项工作提出了一种新颖的热气动触觉显示器,通过局部加热小风量来操作,使用标准电池实现低压操作。其完全便携的设计将控制电子设备集成到具有蓝牙激活的可穿戴手镯中,增强了实用性。机械测试表明,该设备能够使用具有可调持续时间和频率的脉冲信号产生超过30 mN的力和数十微米的位移。自愿参与的用户测试证实了它作为触觉显示器的有效性,在识别盲文模式方面达到83%的准确率。通过解决传统系统的关键限制,该方法为紧凑,低功耗可穿戴触觉界面提供了一个有前途的解决方案。
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引用次数: 0
Facial muscle mapping and expression prediction using a conformal surface-electromyography platform 使用保形面肌电图平台的面部肌肉映射和表情预测
IF 14.6 1区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-07-16 DOI: 10.1038/s41528-025-00453-0
Hila Man, Paul F. Funk, Dvir Ben-Dov, Chen Bar-Haim, Bara Levit, Orlando Guntinas-Lichius, Yael Hanein

Facial muscles are uniquely attached to the skin, densely innervated, and exhibit complex co-activation patterns enabling fine motor control. Facial surface Electromyography (sEMG) effectively assesses muscle function, yet traditional setups require precise electrode placement and limit mobility due to mechanical artifacts. Signal extraction is hindered by noise and cross-talk from adjacent muscles, making it challenging to associate facial muscle activity with expressions. We leverage a novel 16-channel conformal sEMG system to extract meaningful electrophysiological data from 32 healthy individuals. By applying denoising and source separation techniques, we extracted independent components, clustered them spatially, and built a facial muscle atlas. Furthermore, we established a functional mapping between these clusters and specific muscle units, providing a framework for understanding facial muscle activation. Using this foundation, we demonstrated a deep-learning model to predict facial expressions. This approach enables precise, participant-specific monitoring with applications in medical rehabilitation and psychological research.

面部肌肉独特地附着在皮肤上,神经密集,并表现出复杂的共同激活模式,使精细运动控制成为可能。面表肌电图(sEMG)可以有效地评估肌肉功能,但传统的装置需要精确的电极放置,并且由于机械工件限制了移动性。来自邻近肌肉的噪声和串扰阻碍了信号的提取,使得将面部肌肉活动与表情联系起来具有挑战性。我们利用一种新型的16通道适形肌电图系统从32名健康个体中提取有意义的电生理数据。采用去噪和源分离技术,提取独立分量,对其进行空间聚类,构建面部肌肉图谱。此外,我们建立了这些集群和特定肌肉单位之间的功能映射,为理解面部肌肉激活提供了一个框架。在此基础上,我们展示了一个深度学习模型来预测面部表情。这种方法可以在医学康复和心理学研究中应用精确的、特定于参与者的监测。
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引用次数: 0
Highly conductive polymer with vertical phase separation for enhanced bioelectronic interfaces 具有垂直相分离的高导电性聚合物,用于增强生物电子界面
IF 14.6 1区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-07-15 DOI: 10.1038/s41528-025-00441-4
Jiahuan Qiu, Yuyao Lu, Xinyuan Qian, Junxian Yao, Chengcan Han, Ziliang Wu, Hui Ye, Guorong Shan, Qiang Zheng, Kaichen Xu, Miao Du

Conductive polymers like poly(3,4-ethylenedioxythiophene):polystyrene sulfonate (PEDOT: PSS) are key materials in bioelectronics, but balancing ultrahigh conductivity with long-term tissue contact stability remains a challenge. Here, we present a solvent-mediated solid-liquid interface doping strategy to engineer vertically phase-separated (VPS) PEDOT: PSS films. By adjusting thickness and doping solvents, a thicker PEDOT: PSS film with a strong VPS structure was achieved, featuring a higher PSS/PEDOT ratio on the surface and a lower ratio at the bottom. Doping the pristine film with a metastable liquid-liquid contact solution enables gradual PSS migration and a significant component gradient, yielding films with a hydrophilic surface and one of the highest reported conductivities ( ~ 8800 S cm−1) for bioelectronic devices. The films patterned by laser processing present high-fidelity signal acquisition, and excellent electrochemical stability. With low impedance and long-term biocompatibility, they are employed for real-time wearable and implantable sensors for electrophysiological monitoring, showcasing broad potentials in bioelectronics and human–machine interactions.

导电聚合物如聚(3,4-乙烯二氧噻吩):聚苯乙烯磺酸盐(PEDOT: PSS)是生物电子学中的关键材料,但平衡超高导电性和长期组织接触稳定性仍然是一个挑战。在这里,我们提出了一种溶剂介导的固液界面掺杂策略来设计垂直相分离(VPS) PEDOT: PSS薄膜。通过调整厚度和掺杂溶剂,得到了较厚的具有较强VPS结构的PEDOT: PSS膜,表面PSS/PEDOT比较高,底部PSS/PEDOT比较低。用亚稳液-液接触溶液掺杂原始膜,使PSS逐渐迁移和显著的组分梯度,得到具有亲水性表面和生物电子器件最高电导率之一(~ 8800 S cm−1)的膜。激光加工的薄膜具有高保真信号采集和优异的电化学稳定性。由于具有低阻抗和长期生物相容性,它们被用于电生理监测的实时可穿戴和可植入传感器,在生物电子学和人机交互方面显示出广阔的潜力。
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引用次数: 0
Towards precise synthetic neural codes: high-dimensional stimulation with flexible electrodes 迈向精确的合成神经编码:柔性电极的高维刺激
IF 14.6 1区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-07-14 DOI: 10.1038/s41528-025-00447-y
Robin Kim, Yuxuan Liu, Jiaao Zhang, Chong Xie, Lan Luan

Neural representations arise from high-dimensional population activity, but current neuromodulation methods lack the precision to write information into the central nervous system at this complexity. In this perspective, we propose high-dimensional stimulation as an approach to better approximate natural neural codes for brain-machine interfaces. Key advancements in resolution, coverage, and safety are essential, with flexible microelectrode arrays offering a promising path toward precise synthetic neural codes.

神经表征来自高维的群体活动,但目前的神经调节方法缺乏将信息写入如此复杂的中枢神经系统的精度。从这个角度来看,我们提出高维刺激作为一种更好地近似脑机接口的自然神经编码的方法。在分辨率、覆盖范围和安全性方面的关键进展是必不可少的,灵活的微电极阵列为精确合成神经编码提供了一条有希望的途径。
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引用次数: 0
Stacking growth of ionically conductive MOF on biofabrics enables reliable NH3 sensor for hepatic encephalopathy diagnosis 离子导电MOF在生物织物上堆积生长,可用于肝性脑病诊断的可靠NH3传感器
IF 14.6 1区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-07-12 DOI: 10.1038/s41528-025-00445-0
Kai Liu, Yifan Xu, Xiaozhu Tian, Junxuan Liang, Zhihui Zhao, Jun Wang, Ziqi Zhang, Kewei Zhang, Song Yang

Aiming at the poor selectivity of electrically conductive metal-organic framework (EC-MOF) chemoresistive materials, this study develops a breakthrough room temperature ammonia (NH3) sensor by stacking ionically conductive MOF (IC-MOF) on an environmentally friendly biofabric. The synergism between ionic conductivity, tailored metal-nitrogen interaction, and fabric porosity enables the sensor with high response (R0/Rg = 14.7 towards 1 ppm NH3), low detection limit (36 ppb), and remarkable selectivity (coefficient >5.12 against common organic interferents). Notably, the optimized sensor yields a sixfold enhancement in response as compared with traditional EC-MOF powders. A linear regression model validated by fivefold cross-validation achieves 98.4% accuracy in NH3 concentration prediction, while the kNN classifier shows 96% accuracy in gas identification (tested on 192 samples). Preliminary clinical tests show that the sensor can clearly differentiate the exhaled NH3 signals of four patients with HE from those of healthy individuals, demonstrating the potential for non-invasive diagnostics.

针对导电金属有机骨架(EC-MOF)化学阻材料选择性差的问题,本研究通过在环保生物织物上堆叠离子导电金属有机骨架(IC-MOF),开发了一种突破性的室温氨(NH3)传感器。离子电导率、定制的金属-氮相互作用和织物孔隙度之间的协同作用使传感器具有高响应(对1 ppm NH3的R0/Rg = 14.7)、低检测限(36 ppb)和显著的选择性(对常见有机干扰的系数>;5.12)。值得注意的是,与传统的EC-MOF粉末相比,优化后的传感器的响应增强了六倍。经五重交叉验证的线性回归模型对NH3浓度的预测准确率为98.4%,而kNN分类器对192个样本的气体识别准确率为96%。初步临床试验表明,该传感器可以清楚地区分4名HE患者呼出的NH3信号和健康人呼出的NH3信号,显示了非侵入性诊断的潜力。
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引用次数: 0
Photoresponsive dual-mode memory transistor for optoelectronic computing: charge storage and synaptic signal processing 光电子计算用光响应双模存储晶体管:电荷存储和突触信号处理
IF 14.6 1区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-07-11 DOI: 10.1038/s41528-025-00444-1
Gyeongho Lee, Sunwoo Jeong, Hyeonjung Kim, Yeong Jae Kim, Seyong Oh, Junhwan Choi, Hocheon Yoo

This study presents dual-mode memory transistor that accommodates memory and synaptic operations utilizing photoinduced charge trapping at the interface between poly(1,4-butanediol diacrylate) (pBDDA) and Parylene dielectric layer. Memory characteristics were implemented based on the photoresponsivity of dinaphtho[2,3-b:2′,3′-f]thieno[3,2-b]thiophene (DNTT), enabling instantaneous electron storage under combined optical and electrical inputs, with retention times up to 10,000 s. Meanwhile, synaptic characteristics were induced by gradual charge trapping via optical pulse stimulation. Synaptic plasticity was confirmed via the potentiation–depression curve, emulating key features of biological nervous system, namely short-term memory (STM) and long-term memory (LTM). Furthermore, the fingerprint recognition tasks highlighted identification and authentication abilities by incorporating our synaptic function into an artificial neural network (ANN). The dual-mode memory transistor, fabricated on a business card, showed excellent compatibility with flexible optoelectronics, maintaining stable memory and synaptic performance over 500 bending cycles with minimal changes in memory window, memory ratio, and potentiation–depression behavior.

本研究提出了一种双模记忆晶体管,该晶体管利用聚(1,4-丁二醇二丙烯酸酯)(pBDDA)和聚对二甲苯介电层之间的界面上的光诱导电荷捕获来适应记忆和突触操作。记忆特性是基于二萘[2,3-b:2 ',3 ' -f]噻吩[3,2-b]噻吩(DNTT)的光响应性实现的,可以在光和电联合输入下实现瞬时电子存储,保留时间可达10,000 s。同时,通过光脉冲刺激逐渐电荷捕获诱导突触特性。通过增强-抑制曲线证实了突触的可塑性,模拟了生物神经系统的关键特征,即短期记忆(STM)和长期记忆(LTM)。此外,指纹识别任务通过将我们的突触功能整合到人工神经网络(ANN)中来突出识别和认证能力。在名片上制造的双模记忆晶体管显示出与柔性光电子器件的良好兼容性,在500次弯曲循环中保持稳定的记忆和突触性能,并且记忆窗口,记忆比和增强抑制行为的变化最小。
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引用次数: 0
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npj Flexible Electronics
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