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Characterization of Binder Materials from Lithium Ion Batteries by Fingerprint Analysis with Pyrolysis-Gas Chromatography-Mass Spectrometry 热裂解-气相色谱-质谱指纹分析表征锂离子电池粘结材料
IF 6.4 3区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-09-07 DOI: 10.1002/admt.202501394
Dennis Kessen, Christoph Peschel, Martin Winter, Simon Wiemers-Meyer, Sascha Nowak

Binders are important inactive materials for the performance and safety of lithium ion batteries (LIBs). Their identification from unknown cells or mixed recycling waste streams for teardown analysis or process control can be challenging. This study demonstrates an analytical approach using pyrolysis-gas chromatography-mass spectrometry (PY-GC-MS), where characterization of these polymers is enabled by selective indicator pyrolyzates and where interfering matrix components are removed in a multishot pyrolysis. The binder materials styrene butadiene rubber (SBR), sodium carboxymethyl cellulose (Na-CMC), polyacrylic acid (PAA) and lithium polyacrylate (Li-PAA) are investigated in graphite (Gr)- and silicon nanowire (SiNW)-based electrodes at various stages of aging. A change of the CMC fingerprint is observed upon electrode processing, electrolyte contact, and electrochemical aging. Aging of the binder and superposition of polymeric solid electrolyte interphase (SEI) components is observed at 350 °C pyrolysis temperature. Washing experiments with dimethyl carbonate (DMC) are performed to differentiate between SEI- and binder-related pyrolyzates and to provide information on the aging condition of the electrodes. All binders show consistent fingerprints at 600 °C across all states of aging. This fingerprinting method improves the identification of polymers in battery recycling streams and provides insights into the thermal decomposition of negative electrode (NE) materials.

粘结剂是影响锂离子电池性能和安全性的重要非活性材料。从未知细胞或混合回收废物流中识别它们用于拆卸分析或过程控制可能具有挑战性。本研究展示了一种使用热解-气相色谱-质谱(PY-GC-MS)的分析方法,其中这些聚合物的表征是通过选择性指示剂热解实现的,并且在多次热解中去除干扰基质成分。研究了丁二苯橡胶(SBR)、羧甲基纤维素钠(Na-CMC)、聚丙烯酸(PAA)和聚丙烯酸锂(Li-PAA)等粘结剂在石墨(Gr)和硅纳米线(SiNW)电极中不同老化阶段的性能。在电极加工、电解液接触和电化学老化过程中观察到CMC指纹图谱的变化。在350℃热解温度下,观察了粘结剂的老化和聚合物固体电解质界面组分的叠加。用碳酸二甲酯(DMC)进行洗涤实验,以区分SEI和粘合剂相关的热解产物,并提供有关电极老化状况的信息。在所有老化状态下,所有粘合剂在600°C下都显示出一致的指纹。这种指纹识别方法改善了电池回收流中聚合物的识别,并提供了对负极(NE)材料热分解的见解。
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引用次数: 0
High Transconductance on Thiophene-Based Vertical Organic Electrochemical Transistors 噻吩基垂直有机电化学晶体管的高跨导性研究
IF 6.4 3区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-09-07 DOI: 10.1002/admt.202501083
Marcos Luginieski, Henrique Frulani de Paula Barbosa, Ankush Kumar, Andreas Schander, Gregório Couto Faria, Björn Lüssem

Organic electrochemical transistors (OECTs) are highly efficient ion-to-electron transducers, capable of achieving extremely large signal amplification, quantified by high transconductance (gm) levels. Optimizing this parameters is crucial for developing highly sensitive electronic and bioelectronic devices. Here, record-high transconductances values exceeding 100 mS are obtained in vertical step-edge OECTs (vOECTs) utilizing two well-known p-type organic semiconductors: poly(3-hexylthiophene-2,5-diyl) (P3HT) and poly(3-[2-[2-(2-methoxyethoxy)ethoxy]ethyl]thiophene-2,5-diyl) (P3MEEET). Both materials exhibit high on-currents, small hysteresis and an on/off ratio on the order of 105. To benchmark the performance of vertical OECT architectures, it is proposed to normalize the maximum transconductance to the minimal footprint of the devices, which is equivalent to the cross-sectional area of the transistor channel defined by the product of channel width W and channel thickness d. By comparing gm/(Wd), these devices achieve one of the highest values reported to date. This work demonstrate record transconductances in well-known materials using step-edge vOECTs with a small cross-sectional area, establishing a robust platform for high-performance OECT-based applications.

有机电化学晶体管(OECTs)是高效的离子-电子换能器,能够实现极大的信号放大,通过高跨导(gm)水平来量化。优化这些参数对于开发高灵敏度电子和生物电子器件至关重要。在这里,利用两种众所周知的p型有机半导体:聚(3-己基噻吩-2,5-二基)(P3HT)和聚(3-[2-[2-(2-甲氧基乙氧基)乙氧基]乙基]噻吩-2,5-二基)(P3MEEET),在垂直阶梯边oect (vOECTs)中获得了超过100 mS的创纪录的高跨电导值。两种材料均具有高导通电流、小迟滞和105量级的通/关比。为了对垂直OECT架构的性能进行基准测试,建议将最大跨导归一化到器件的最小占地面积,这相当于由通道宽度W和通道厚度d的乘积定义的晶体管通道的横截面积。通过比较gm/(Wd),这些器件达到了迄今为止报道的最大值之一。这项工作展示了使用具有小横截面积的阶梯边缘voect在知名材料中的创纪录跨导,为基于oect的高性能应用建立了一个强大的平台。
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引用次数: 0
3D-Printed Mixed Ionic-Electronic Conductive Polymer Composites for Long-Term Bioelectronic Sensing 用于长期生物电子传感的3d打印混合离子电子导电聚合物复合材料
IF 6.4 3区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-09-07 DOI: 10.1002/admt.202501154
Simone Bagatella, Heejung Roh, Marco Cavallaro, Raffaella Suriano, Marinella Levi, Aristide Gumyusenge

Reliable, long-term monitoring of health data is becoming increasingly essential in modern healthcare. While computational and machine learning capabilities continue to advance, the lack of lightweight, conformable, and customizable hardware remains a key limitation. In the context of heart health, traditional electrocardiogram (ECG) electrodes are rigid and often uncomfortable for continuous wear. Existing soft electrodes tend to be either cost-prohibitive or unreliable over extended use. In this work, all-polymer, 3D-printed, highly stable, and conformable ECG patches are developed for long-term signal acquisition. Through material optimization, composite materials with electrical conductivity up to 1.7 S cm−1 are developed, maintaining over 85% of their conductivity after 60 days of exposure to open air. These materials also exhibit remarkable stretchability (strain at break up to 253%) and high mechanical strength (tensile strength of 25 MPa). The formulated inks are fully compatible with 3D material extrusion techniques, significantly reducing manufacturing costs. The printed electrodes are flexible, stretchable, and capable of recording high-quality ECG signals, performing comparably to state-of-the-art metal electrodes, even after more than a month of use-and-store in open air.

可靠、长期的健康数据监测在现代医疗保健中变得越来越重要。虽然计算和机器学习能力不断进步,但缺乏轻量级、兼容和可定制的硬件仍然是一个关键限制。在心脏健康的背景下,传统的心电图(ECG)电极是刚性的,并且经常不舒服的连续佩戴。现有的软电极要么成本过高,要么在长期使用中不可靠。在这项工作中,开发了全聚合物,3d打印,高度稳定和一致的ECG贴片,用于长期信号采集。通过材料优化,开发出电导率高达1.7 S cm−1的复合材料,在露天暴露60天后仍能保持85%以上的电导率。这些材料还具有显著的拉伸性能(断裂应变高达253%)和高机械强度(抗拉强度为25mpa)。配方油墨与3D材料挤压技术完全兼容,大大降低了制造成本。印刷电极具有灵活性,可拉伸性,能够记录高质量的ECG信号,即使在露天使用和储存一个多月后,其性能也可与最先进的金属电极相媲美。
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引用次数: 0
Neural Probe for Integrated Insect Locomotion Control and Olfactory Neural Signal Recording 集成昆虫运动控制和嗅觉神经信号记录的神经探针
IF 6.4 3区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-09-05 DOI: 10.1002/admt.202501158
Xin Huang, Kaixuan Sun, Bo Yang

This study engineered a silicon-based neural probe integrating electrical stimulation and neural recording capabilities through microfabrication. Featuring a four-shank architecture, the probe enables locomotion control and olfactory recognition in locusts via single implantation: Outer shanks (2 mm × 80 µm) implanted at antennal bases deliver pulse width modulation (PWM) electrical pulses (2–5 V, 10–90% duty cycle) to modulate steering behavior, exhibiting linear correlations between voltage/duty cycle and turning angles with >85% success rates; inner shanks (150 µm width) with eight recording sites (28-µm diameter) decode odor-specific neural responses from 58 antennal lobe neurons—ammonium nitrate selectively activates N2/N4 neurons; benzaldehyde triggers N1/N5 responses; and 2-hexenal induces population burst firing—achieving 92.8% static recognition accuracy via quadratic discriminant analysis (QDA) classification. To address dynamic challenges, ΔRMS energy feature analysis is implemented, overcoming motion artifacts to maintain 84.8% odor recognition during locomotion at 50-ms resolution. Long-term validation confirmed stable 27-h operation: ΔRMS attenuation ≤16.7%, signal-to-noise ratio (SNR) attenuation 1.32 dB, steering success >85%, and odor recognition accuracy 80.1%, establishing a critical functional window for perception-control integration in biohybrid robotic systems. This probe successfully integrates insect motion control and odor discrimination, offering insights for developing multifunctional neural interfaces in insect hybrid robotics and advancing bio-robot technologies.

本研究设计了一种硅基神经探针,通过微加工将电刺激和神经记录功能集成在一起。该探针采用四柄结构,通过单次植入即可实现蝗虫的运动控制和嗅觉识别:外柄(2mm × 80µm)植入天线基部,提供脉冲宽度调制(PWM)电脉冲(2 - 5 V, 10-90%占空比)来调节转向行为,电压/占空比与转角之间呈现线性相关性,成功率为85%;内有8个记录位点(直径28µm)的内柄(宽度150µm)解码来自58个触角叶神经元的气味特异性神经反应——硝酸铵选择性激活N2/N4神经元;苯甲醛引发N1/N5反应;2-己烯醛诱导种群爆发射击,通过二次判别分析(QDA)分类,静态识别准确率达到92.8%。为了解决动态挑战,实现ΔRMS能量特征分析,克服运动伪像,以50毫秒分辨率在运动过程中保持84.8%的气味识别。长期验证证实27小时稳定运行:ΔRMS衰减≤16.7%,信噪比(SNR)衰减1.32 dB,转向成功率85%,气味识别准确率80.1%,为生物混合机器人系统的感知-控制集成建立了关键功能窗口。该探针成功地集成了昆虫运动控制和气味识别,为开发昆虫混合机器人的多功能神经接口和推进生物机器人技术提供了见解。
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引用次数: 0
3D Printing of Highly Porous Polypropylene Separators for Lithium-Ion Batteries Using Fused Deposition Modeling and Thermally Induced Phase Separation 使用熔融沉积建模和热诱导相分离的锂离子电池高多孔聚丙烯分离器的3D打印
IF 6.4 3区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-09-04 DOI: 10.1002/admt.202500912
Abraham Enchinton, Ana C. Martinez, Katherine R. Gonzalez, Christian A. Fernandez, Sivasai Balivada, Laura C. Merrill, Jorge A. Cardenas, Stéphane Panier, Alexis Maurel

Appearing as one of the key-components of lithium-ion batteries (LIBs), this work specifically focuses on the additive manufacturing (AM) of custom-shape separators, facilitated by the filament material extrusion process, also called fused deposition modeling (FDM). The development and optimization of composite thermoplastic filament feedstocks combining polypropylene and paraffin wax, followed by the 3D printing of the separator membranes is shown. A post-processing step, based on thermal induced phase separation (TIPS), is introduced to promote porosity formation through removal of the paraffin wax sacrificial phase within the 3D printed items. Separators with different polypropylene/paraffin wax ratios are developed and the impact on printability, mechanical strength, porosity, and electrochemical performances, is thoroughly discussed. X-ray micro-computed tomography is employed to assess the geometric fidelity and to detect printing defects in a complex 3D lattice structure. The performance of the 3D printed porous separators is also compared to a commercial separator. This pioneering research establishes a foundation for the creation of porous separators that can adapt to and conform into 3D printed battery architectures with novel form factors, and also creates opportunities for the use of FDM and TIPS for a wide range of applications that employ porous structures beyond the energy storage field.

作为锂离子电池(LIBs)的关键部件之一,这项工作特别关注自定义形状分离器的增材制造(AM),通过长丝材料挤压工艺,也称为熔融沉积建模(FDM)。介绍了聚丙烯和石蜡复合热塑性长丝原料的开发和优化,以及分离膜的3D打印。基于热诱导相分离(TIPS)的后处理步骤,通过去除3D打印物品中的石蜡牺牲相来促进孔隙度的形成。开发了不同聚丙烯/石蜡比的隔膜,并对其印刷性能、机械强度、孔隙率和电化学性能的影响进行了深入的讨论。采用x射线微计算机断层扫描技术评估几何保真度并检测复杂三维点阵结构中的打印缺陷。3D打印多孔分离器的性能也与商用分离器进行了比较。这项开创性的研究为创造多孔隔膜奠定了基础,这种隔膜可以适应并符合具有新颖外形因素的3D打印电池架构,并且还为FDM和TIPS在储能领域以外的广泛应用中使用多孔结构创造了机会。
{"title":"3D Printing of Highly Porous Polypropylene Separators for Lithium-Ion Batteries Using Fused Deposition Modeling and Thermally Induced Phase Separation","authors":"Abraham Enchinton,&nbsp;Ana C. Martinez,&nbsp;Katherine R. Gonzalez,&nbsp;Christian A. Fernandez,&nbsp;Sivasai Balivada,&nbsp;Laura C. Merrill,&nbsp;Jorge A. Cardenas,&nbsp;Stéphane Panier,&nbsp;Alexis Maurel","doi":"10.1002/admt.202500912","DOIUrl":"https://doi.org/10.1002/admt.202500912","url":null,"abstract":"<p>Appearing as one of the key-components of lithium-ion batteries (LIBs), this work specifically focuses on the additive manufacturing (AM) of custom-shape separators, facilitated by the filament material extrusion process, also called fused deposition modeling (FDM). The development and optimization of composite thermoplastic filament feedstocks combining polypropylene and paraffin wax, followed by the 3D printing of the separator membranes is shown. A post-processing step, based on thermal induced phase separation (TIPS), is introduced to promote porosity formation through removal of the paraffin wax sacrificial phase within the 3D printed items. Separators with different polypropylene/paraffin wax ratios are developed and the impact on printability, mechanical strength, porosity, and electrochemical performances, is thoroughly discussed. X-ray micro-computed tomography is employed to assess the geometric fidelity and to detect printing defects in a complex 3D lattice structure. The performance of the 3D printed porous separators is also compared to a commercial separator. This pioneering research establishes a foundation for the creation of porous separators that can adapt to and conform into 3D printed battery architectures with novel form factors, and also creates opportunities for the use of FDM and TIPS for a wide range of applications that employ porous structures beyond the energy storage field.</p>","PeriodicalId":7292,"journal":{"name":"Advanced Materials Technologies","volume":"10 24","pages":""},"PeriodicalIF":6.4,"publicationDate":"2025-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://advanced.onlinelibrary.wiley.com/doi/epdf/10.1002/admt.202500912","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145772305","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Recent Advances in Wearable and Implantable Intraocular Pressure Sensors for Glaucoma Prevention and Therapeutic Management 可穿戴式和植入式眼压传感器在青光眼防治管理中的最新进展
IF 6.4 3区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-09-04 DOI: 10.1002/admt.202501191
Yunhao Tai, Qilong Cheng, Xingqi Lu, Xiaojian Li, Ping Liu, Guangli Liu, Yijing Gan, Runhuai Yang, Tingting Luo

Glaucoma, the second leading cause of blindness globally, frequently results in irreversible vision loss. The unique anatomical structure and dynamic physiological characteristics of the human eye pose significant challenges for early diagnosis and therapeutic management of glaucoma. Smart intraocular pressure (IOP) sensors capable of continuous monitoring are critical for enabling real-time IOP tracking, a capability unattainable by conventional tonometry devices. However, to meet clinical ophthalmic requirements, sensor designs must prioritize continuous, non-invasive, high-precision, miniaturized, and high-transparency characteristics. Therefore, a comprehensive understanding of the fundamental principles and structural designs of diverse IOP sensors is essential. This review summarizes recent advances in IOP sensors by categorizing them into wearable and implantable devices. Their operating principles, structural designs, and sensing performance are systematically evaluated. Furthermore, the advantages and potential risks of these sensors are thoroughly analyzed to guide the development of next-generation IOP monitoring technologies.

青光眼是全球致盲的第二大原因,经常导致不可逆的视力丧失。人眼独特的解剖结构和动态生理特性对青光眼的早期诊断和治疗管理提出了重大挑战。能够连续监测的智能眼内压(IOP)传感器对于实现实时眼内压跟踪至关重要,这是传统眼压测量设备无法实现的功能。然而,为了满足临床眼科的需求,传感器的设计必须优先考虑连续、无创、高精度、小型化和高透明的特点。因此,全面了解各种IOP传感器的基本原理和结构设计是必不可少的。本文综述了眼压传感器的最新进展,并将其分为可穿戴设备和植入式设备。系统地评估了它们的工作原理、结构设计和传感性能。此外,深入分析了这些传感器的优势和潜在风险,以指导下一代IOP监测技术的发展。
{"title":"Recent Advances in Wearable and Implantable Intraocular Pressure Sensors for Glaucoma Prevention and Therapeutic Management","authors":"Yunhao Tai,&nbsp;Qilong Cheng,&nbsp;Xingqi Lu,&nbsp;Xiaojian Li,&nbsp;Ping Liu,&nbsp;Guangli Liu,&nbsp;Yijing Gan,&nbsp;Runhuai Yang,&nbsp;Tingting Luo","doi":"10.1002/admt.202501191","DOIUrl":"https://doi.org/10.1002/admt.202501191","url":null,"abstract":"<p>Glaucoma, the second leading cause of blindness globally, frequently results in irreversible vision loss. The unique anatomical structure and dynamic physiological characteristics of the human eye pose significant challenges for early diagnosis and therapeutic management of glaucoma. Smart intraocular pressure (IOP) sensors capable of continuous monitoring are critical for enabling real-time IOP tracking, a capability unattainable by conventional tonometry devices. However, to meet clinical ophthalmic requirements, sensor designs must prioritize continuous, non-invasive, high-precision, miniaturized, and high-transparency characteristics. Therefore, a comprehensive understanding of the fundamental principles and structural designs of diverse IOP sensors is essential. This review summarizes recent advances in IOP sensors by categorizing them into wearable and implantable devices. Their operating principles, structural designs, and sensing performance are systematically evaluated. Furthermore, the advantages and potential risks of these sensors are thoroughly analyzed to guide the development of next-generation IOP monitoring technologies.</p>","PeriodicalId":7292,"journal":{"name":"Advanced Materials Technologies","volume":"10 24","pages":""},"PeriodicalIF":6.4,"publicationDate":"2025-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145772303","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Hydrogel-Based Solar-Driven Interfacial Evaporation and Seawater Desalination 基于水凝胶的太阳能驱动界面蒸发和海水淡化
IF 6.4 3区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-09-04 DOI: 10.1002/admt.202501477
Cheng Huang, Zhenyu Wang, Xiaoyi Zhao, Xinyi Bao, Changjia Guo, Wenbo Hou, Hui Song

Solar-driven interfacial evaporation (SDIE) for freshwater production is regarded as a sustainable and promising desalination technology capable of effectively addressing freshwater scarcity. Due to their high adaptability and synthetic modifiability, hydrogels can be optimized to meet the diverse requirements of efficient solar evaporators. Despite significant progress in the design and fabrication of hydrogel-based solar evaporators, there remains a lack of comprehensive summaries and reviews in this field. In this paper, recent advancements in hydrogel-based evaporators for solar-driven seawater desalination, ranging from material selection to structural design, are systematically reviewed. First, the unique state of water molecules is elucidated within hydrogels and discusses how altering their morphology and structure through fabrication methods can enhance water evaporation efficiency. Subsequently, the design principles of hydrogel-based solar evaporators, focusing on high light absorption performance, water transport capacity, heat management, regulation of evaporation enthalpy, utilization of environmental energy, and resistance to salt accumulation, are summarized. Finally, based on current findings and analyses, an overview of the research progress of hydrogel-based evaporators in seawater desalination and offer insights into their future development is provided.

用于淡水生产的太阳能驱动界面蒸发(SDIE)被认为是一种可持续和有前途的海水淡化技术,能够有效地解决淡水短缺问题。由于水凝胶具有较高的适应性和可合成改性性,因此可以对其进行优化,以满足高效太阳能蒸发器的各种要求。尽管水凝胶太阳能蒸发器的设计和制造取得了重大进展,但在这一领域仍然缺乏全面的总结和综述。本文系统综述了太阳能海水淡化用水凝胶蒸发器从材料选择到结构设计的最新进展。首先,阐明了水凝胶中水分子的独特状态,并讨论了如何通过制造方法改变水凝胶的形态和结构来提高水的蒸发效率。随后,总结了水凝胶太阳能蒸发器的设计原则,重点是高光吸收性能、水输送能力、热量管理、蒸发焓调节、环境能源利用和抗盐积累。最后,根据目前的研究结果和分析,对水凝胶蒸发器在海水淡化中的研究进展进行了概述,并对其未来的发展进行了展望。
{"title":"Hydrogel-Based Solar-Driven Interfacial Evaporation and Seawater Desalination","authors":"Cheng Huang,&nbsp;Zhenyu Wang,&nbsp;Xiaoyi Zhao,&nbsp;Xinyi Bao,&nbsp;Changjia Guo,&nbsp;Wenbo Hou,&nbsp;Hui Song","doi":"10.1002/admt.202501477","DOIUrl":"https://doi.org/10.1002/admt.202501477","url":null,"abstract":"<p>Solar-driven interfacial evaporation (SDIE) for freshwater production is regarded as a sustainable and promising desalination technology capable of effectively addressing freshwater scarcity. Due to their high adaptability and synthetic modifiability, hydrogels can be optimized to meet the diverse requirements of efficient solar evaporators. Despite significant progress in the design and fabrication of hydrogel-based solar evaporators, there remains a lack of comprehensive summaries and reviews in this field. In this paper, recent advancements in hydrogel-based evaporators for solar-driven seawater desalination, ranging from material selection to structural design, are systematically reviewed. First, the unique state of water molecules is elucidated within hydrogels and discusses how altering their morphology and structure through fabrication methods can enhance water evaporation efficiency. Subsequently, the design principles of hydrogel-based solar evaporators, focusing on high light absorption performance, water transport capacity, heat management, regulation of evaporation enthalpy, utilization of environmental energy, and resistance to salt accumulation, are summarized. Finally, based on current findings and analyses, an overview of the research progress of hydrogel-based evaporators in seawater desalination and offer insights into their future development is provided.</p>","PeriodicalId":7292,"journal":{"name":"Advanced Materials Technologies","volume":"10 24","pages":""},"PeriodicalIF":6.4,"publicationDate":"2025-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145772302","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Flexible Pressure Sensor Array with Mortise-and-Tenon Interlocking Structure for Deep Learning-Assisted Keyboard Input and Handwriting Recognition 基于榫卯互锁结构的柔性压力传感器阵列用于深度学习辅助键盘输入和手写识别
IF 6.4 3区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-09-04 DOI: 10.1002/admt.202501393
Hao Wang, Yang Song, Feilu Wang, Lang Wu, Tongjie Liu, Renting Hu

The integration of flexible sensors and deep learning has significantly advanced human-machine interaction. However, developing high-resolution and cost-effective pressure sensor arrays (PSAs) remains a challenge. This study presents a PSA with a mortise-and-tenon interlocking structure, composed of four T-shaped capacitive pressure sensors (TCPSs). The TCPS is fabricated using low-cost commercial materials such as conductive polyurethane foam, polyester fabric, and polyimide film, and demonstrates region-specific sensitivity, rapid response time, and excellent stability. When assembled into a mortise-and-tenon interlocking sensor array (MTIPSA), the spatial resolution improves to over 200% of that of conventional designs. The MTIPSA excels in flexible interaction applications: as a flexible keyboard, it achieves 99.33% accuracy in classifying 30 types of inputs (letters and punctuation) using a convolutional neural network (CNN), and as a writing pad, it recognizes digits (0–9) with 99.25% accuracy. By integrating a CNN with a long short-term memory (LSTM) network enhanced by a self-attention mechanism (SAM), the system achieves 99.5% accuracy in identifying individual users from handwriting samples. This work has broad application prospects in smart electronic skin and human–machine interaction.

柔性传感器与深度学习的融合极大地推进了人机交互。然而,开发高分辨率和高性价比的压力传感器阵列(psa)仍然是一个挑战。本研究提出了一种具有榫卯互锁结构的PSA,由四个t形电容压力传感器(TCPSs)组成。TCPS采用低成本的商业材料制成,如导电聚氨酯泡沫、聚酯织物和聚酰亚胺薄膜,并具有特定区域的灵敏度、快速响应时间和出色的稳定性。当组装成一个榫榫互锁传感器阵列(MTIPSA)时,空间分辨率提高到传统设计的200%以上。MTIPSA在灵活的交互应用中表现出色:作为一个灵活的键盘,它使用卷积神经网络(CNN)对30种输入(字母和标点符号)进行分类,准确率达到99.33%;作为一个书写板,它对数字(0-9)的识别准确率达到99.25%。通过将CNN与由自注意机制(SAM)增强的长短期记忆(LSTM)网络相结合,该系统从笔迹样本中识别个人用户的准确率达到99.5%。该工作在智能电子皮肤、人机交互等方面具有广阔的应用前景。
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引用次数: 0
Miniaturized Devices for On-the-Spot Generation of Small-Diameter Vascular Grafts (Adv. Mater. Technol. 17/2025) 现场生成小直径血管移植物的小型化装置。抛光工艺。17/2025)
IF 6.4 3区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-09-03 DOI: 10.1002/admt.70241
Deyanira Hernandez-Sanchez, Maxime-Emmanuel Comtois-Bona, Antony El-Khoury, Sergio David Garcia Schejtman, Aidan Macadam, Juan-David Figueroa-Alegria, Jesus M. Calderon-Torres, Irene Guzmán-Soto, Marc Ruel, Erik J. Suuronen, Marcelo Muñoz, Emilio I. Alarcon

Biomedical Devices

There is a pressing need for vascular grafts in patients who cannot have bypass surgery because there are not suitable grafts made from their own body. In article number 2500077, Marcelo Muñoz, Emilio I. Alarcon, and co-workers develop a device that can make these grafts right on the spot. This could change bypass surgery forever, making it possible to do minimally invasive surgery

生物医学设备对于不能做搭桥手术的病人来说,迫切需要血管移植,因为他们自己的身体没有合适的移植物。在第2500077号文章中,Marcelo Muñoz, Emilio I. Alarcon及其同事开发了一种可以当场进行移植物移植的设备。这将永远改变搭桥手术,使微创手术成为可能
{"title":"Miniaturized Devices for On-the-Spot Generation of Small-Diameter Vascular Grafts (Adv. Mater. Technol. 17/2025)","authors":"Deyanira Hernandez-Sanchez,&nbsp;Maxime-Emmanuel Comtois-Bona,&nbsp;Antony El-Khoury,&nbsp;Sergio David Garcia Schejtman,&nbsp;Aidan Macadam,&nbsp;Juan-David Figueroa-Alegria,&nbsp;Jesus M. Calderon-Torres,&nbsp;Irene Guzmán-Soto,&nbsp;Marc Ruel,&nbsp;Erik J. Suuronen,&nbsp;Marcelo Muñoz,&nbsp;Emilio I. Alarcon","doi":"10.1002/admt.70241","DOIUrl":"10.1002/admt.70241","url":null,"abstract":"<p><b>Biomedical Devices</b></p><p>There is a pressing need for vascular grafts in patients who cannot have bypass surgery because there are not suitable grafts made from their own body. In article number 2500077, Marcelo Muñoz, Emilio I. Alarcon, and co-workers develop a device that can make these grafts right on the spot. This could change bypass surgery forever, making it possible to do minimally invasive surgery\u0000\u0000 <figure>\u0000 <div><picture>\u0000 <source></source></picture><p></p>\u0000 </div>\u0000 </figure></p>","PeriodicalId":7292,"journal":{"name":"Advanced Materials Technologies","volume":"10 17","pages":""},"PeriodicalIF":6.4,"publicationDate":"2025-09-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://advanced.onlinelibrary.wiley.com/doi/epdf/10.1002/admt.70241","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144935114","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Directional Liquid Transport Mechanisms on Superwetting Interfaces and their Applications in Heat and Mass Transfer 超润湿界面的定向液体输运机制及其在传热传质中的应用
IF 6.4 3区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2025-09-03 DOI: 10.1002/admt.202501329
Guancen Xin, Lin Wang, Zhongwei Wang, Shibin Li, Bing Liu, Rui Ma

Directional liquid transport has garnered widespread attention due to its excellent performance in microfluidic manipulation, seawater desalination, and boiling heat transfer applications. The design of composite micro-nano biomimetic structures based on the unique features of natural biological systems has demonstrated extraordinary capabilities in liquid manipulation. The dynamics of liquid and interface interactions, as well as the liquid transport mechanisms of biological structures, enable controllable liquid transport, showing tremendous potential in the field of heat and mass transfer. Understanding these mechanisms is essential for effective structural design in heat and mass transfer. This review summarizes the recent research advancements on the liquid transport mechanisms of wetting interfaces and their applications in the field of heat and mass transfer. First, it presents the fundamental principles of interfacial fluid dynamics. Next, it elucidates the innovative design principles of biomimetic structures and their excellent liquid transport performance. Then, it discusses the applications of directional liquid transport in heat and mass transfer. Finally, it shares insights into challenges and future directions in fluid dynamics and heat and mass transfer applications for wet interfaces.

定向液体输运由于其在微流控、海水淡化、沸腾传热等方面的优异性能而受到广泛关注。基于自然生物系统的独特特征设计的复合微纳仿生结构在液体操纵方面表现出非凡的能力。液体和界面相互作用的动力学以及生物结构的液体输运机制使液体输运成为可能,在传热传质领域显示出巨大的潜力。了解这些机制对于有效的传热传质结构设计至关重要。本文综述了近年来润湿界面的液体输运机理及其在传热传质领域的应用研究进展。首先,介绍了界面流体动力学的基本原理。其次,阐述了仿生结构的创新设计原理及其优异的液体输送性能。然后讨论了定向液体输运在传热传质中的应用。最后,它分享了流体动力学和湿界面传热传质应用的挑战和未来方向。
{"title":"Directional Liquid Transport Mechanisms on Superwetting Interfaces and their Applications in Heat and Mass Transfer","authors":"Guancen Xin,&nbsp;Lin Wang,&nbsp;Zhongwei Wang,&nbsp;Shibin Li,&nbsp;Bing Liu,&nbsp;Rui Ma","doi":"10.1002/admt.202501329","DOIUrl":"https://doi.org/10.1002/admt.202501329","url":null,"abstract":"<p>Directional liquid transport has garnered widespread attention due to its excellent performance in microfluidic manipulation, seawater desalination, and boiling heat transfer applications. The design of composite micro-nano biomimetic structures based on the unique features of natural biological systems has demonstrated extraordinary capabilities in liquid manipulation. The dynamics of liquid and interface interactions, as well as the liquid transport mechanisms of biological structures, enable controllable liquid transport, showing tremendous potential in the field of heat and mass transfer. Understanding these mechanisms is essential for effective structural design in heat and mass transfer. This review summarizes the recent research advancements on the liquid transport mechanisms of wetting interfaces and their applications in the field of heat and mass transfer. First, it presents the fundamental principles of interfacial fluid dynamics. Next, it elucidates the innovative design principles of biomimetic structures and their excellent liquid transport performance. Then, it discusses the applications of directional liquid transport in heat and mass transfer. Finally, it shares insights into challenges and future directions in fluid dynamics and heat and mass transfer applications for wet interfaces.</p>","PeriodicalId":7292,"journal":{"name":"Advanced Materials Technologies","volume":"10 21","pages":""},"PeriodicalIF":6.4,"publicationDate":"2025-09-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145443266","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Advanced Materials Technologies
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