Composites Communications最新文献_第8页

Online detection and visualization of surface defects for automated fiber placement 用于自动铺放纤维的表面缺陷在线检测和可视化

IF 7.7 2区材料科学

Composites Communications Pub Date : 2025-07-26 DOI: 10.1016/j.coco.2025.102539

Bochong Zhao, Liyan Zhang, Jie Zhang, Nan Ye

{"title":"Online detection and visualization of surface defects for automated fiber placement","authors":"Bochong Zhao, Liyan Zhang, Jie Zhang, Nan Ye","doi":"10.1016/j.coco.2025.102539","DOIUrl":"10.1016/j.coco.2025.102539","url":null,"abstract":"<div><div>Manufacturing defects exist in the AFP process and cannot be entirely eliminated. Detecting these defects is highly time and labor intensive when each composite ply is laid up. This study proposes a comprehensive solution and develops the CVPS (Collection, Visualization, Post-processing System) based on it, aiming to replace manual visual inspection in the AFP manufacturing process with an intelligent and visualized approach. The CVPS is a defect detection system suitable for AFP production scenarios. It supports real-time data acquisition, storage, and online defect detection. After each layer of fiber is laid up, it provides defect marking and offers 2D and 3D visualization to assist technicians with quality inspection. CVPS is built with a simple hardware configuration and can enhance ply inspection efficiency while improving defect detection rate. In experiments, CVPS demonstrated its reliability by continuously acquiring and storing data for 200 min with 106.67 GB data. Ultimately, the CVPS was implemented in the AFP manufacturing process of the intake duct. The defects were marked on the height mapping image and the 3D point clouds of workpiece, both generated from the acquired data.</div></div>","PeriodicalId":10533,"journal":{"name":"Composites Communications","volume":"58 ","pages":"Article 102539"},"PeriodicalIF":7.7,"publicationDate":"2025-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144750794","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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

Design and fabrication of dual-material honeycomb structures with enhanced magneto-responsive shape memory effect by 4D printing 增强磁响应形状记忆效应的双材料蜂窝结构的4D打印设计与制造

IF 7.7 2区材料科学

Composites Communications Pub Date : 2025-07-26 DOI: 10.1016/j.coco.2025.102547

Yi Fang , Zhaoyuan Wang , Han Liu , Lin Sang , Haidong Liang

{"title":"Design and fabrication of dual-material honeycomb structures with enhanced magneto-responsive shape memory effect by 4D printing","authors":"Yi Fang , Zhaoyuan Wang , Han Liu , Lin Sang , Haidong Liang","doi":"10.1016/j.coco.2025.102547","DOIUrl":"10.1016/j.coco.2025.102547","url":null,"abstract":"<div><div>Four-dimensional (4D) printing of magneto-responsive shape memory structures has triggered significant research enthusiasm in bone tissue engineering applications due to the possibility for minimally invasive surgery. Herein, magneto-responsive polylactic acid/thermoplastic polyurethane/Fe<sub>3</sub>O<sub>4</sub> (P/T/F) composites with fillers were firstly developed. By adding thermal conductive fillers, the thermal conductivity was greatly improved and the shape recovery time shortened from 50 s to 38 s under external magnetic field. Subsequently, dual-material honeycomb structure using P/T and P/T/F/boron nitride (BN) fillers were designed and 4D-printed. A cold-programmed shape fixing under compression force and magneto-recovery cycle was established. Microstructural observation showed that alternative deposition based on the same polymeric matrix obtained a good interfacial adhesion. More importantly, the dual-material honeycomb achieved good shape recovery effect and comparable mechanical performance. The P/T/F/BN(4)-P/T(2) honeycomb completed the magnetic shape recovery time in 70 s with a shape recovery ratio above 93 %, while pure P/T honeycomb was unable to conduct shape response under magnetic field. Lastly, an interlocking design between dual-material layers was proposed to further accelerate the shape recovery process within 55 s, which indicated an effective strategy. Above all, the current research has highly attractive feature to design and fabricate intelligent composites for biomedical applications.</div></div>","PeriodicalId":10533,"journal":{"name":"Composites Communications","volume":"58 ","pages":"Article 102547"},"PeriodicalIF":7.7,"publicationDate":"2025-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144721311","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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

Bioactive chitosan-polydopamine nanoparticles for cross-scale interfacial functionalization: Enhanced electrical insulation and mechanical properties of basalt fiber composites 用于跨尺度界面功能化的生物活性壳聚糖-聚多巴胺纳米颗粒：增强玄武岩纤维复合材料的电绝缘和机械性能

IF 7.7 2区材料科学

Composites Communications Pub Date : 2025-07-24 DOI: 10.1016/j.coco.2025.102546

Hechen Liu , Yuli Wang , Ziying Wang , Changjiang Liu , Yunpeng Liu , Xiong Wu , Junbo Men , Shuyue Nan

{"title":"Bioactive chitosan-polydopamine nanoparticles for cross-scale interfacial functionalization: Enhanced electrical insulation and mechanical properties of basalt fiber composites","authors":"Hechen Liu , Yuli Wang , Ziying Wang , Changjiang Liu , Yunpeng Liu , Xiong Wu , Junbo Men , Shuyue Nan","doi":"10.1016/j.coco.2025.102546","DOIUrl":"10.1016/j.coco.2025.102546","url":null,"abstract":"<div><div>The poor interfacial bonding between basalt fibers and the matrix restricts its application in the field of electrical equipment, while most interfacial treatments face the problems of technical complexity and environmental pollution. In this study, chitosan(CS) and polydopamine (PDA) nanoparticle were synergistically constructed on the surface of basalt fibers in order to form a cross-scale bioactive composite coating, the mechanism of interfacial bonding enhancement was analyzed by characterizing the wettability of basalt fibers, and electrical and mechanical property tests were carried out for the composites. The results showed that DCS-BF-2 exhibited a 53.66 % increase in tensile strength and 63.38 % increase in resin permeability compared to CR-BF, exhibiting more prominent infiltration properties. Compared to the untreated composite CR-BFRP, DCS-BFRP-2 composites showed improved insulating and mechanical properties: the breakdown strength and flashover voltage increased by 16.01 % and 31.93 %, respectively, and the dielectric loss decreased by 33.71 %. In terms of mechanical properties, the transverse tensile strength of DCS-BF-2 fiber bundles was increased by 39.62 %, the flexural strength and interlayer shear strength of DCS-BFRP-2 composites were increased by 19.50 % and 43.9 %, respectively, and the fiber-resin interfacial bonding performance was also effectively improved.</div></div>","PeriodicalId":10533,"journal":{"name":"Composites Communications","volume":"58 ","pages":"Article 102546"},"PeriodicalIF":7.7,"publicationDate":"2025-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144738142","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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

Multifunctional high-compaction MWCNT/GNP hybrid buckypaper: Unraveling superior conductivity for broadband EMI shielding and instantaneous Joule heating applications 多功能高压实MWCNT/GNP混合纸：为宽带EMI屏蔽和瞬时焦耳加热应用提供卓越的导电性

IF 6.5 2区材料科学

Composites Communications Pub Date : 2025-07-24 DOI: 10.1016/j.coco.2025.102545

Jaehoo Kim , Gahyun Woo , Mingyu Kim , Ki Hong Park , Jong Hyuk Park , Tae Hee Han , Hae-Seok Lee , Ung Lee , Jaewoo Kim

{"title":"Multifunctional high-compaction MWCNT/GNP hybrid buckypaper: Unraveling superior conductivity for broadband EMI shielding and instantaneous Joule heating applications","authors":"Jaehoo Kim , Gahyun Woo , Mingyu Kim , Ki Hong Park , Jong Hyuk Park , Tae Hee Han , Hae-Seok Lee , Ung Lee , Jaewoo Kim","doi":"10.1016/j.coco.2025.102545","DOIUrl":"10.1016/j.coco.2025.102545","url":null,"abstract":"<div><div>Buckypaper (BP), a self-supporting film of carbon nanotubes (CNTs), is a promising material for flexible electronics, energy storage, and electromagnetic interference (EMI) shielding. However, its practical utility is hindered by CNT aggregation and limited structural integrity. This study introduces hybrid BP, fabricated by integrating multi-walled carbon nanotubes (MWCNTs) with graphene nanoplatelets (GNPs) via vacuum filtration, resulting in a uniformly dispersed, interconnected architecture. The influence of varying GNP content on structure and properties is systematically explored, with a particular emphasis on EMI shielding and Joule heating. At 75 wt% GNP, the hybrid BP achieves optimal performance, demonstrating exceptional electrical (683 % improvement) and thermal (190 % improvement) conductivity, remarkable mechanical flexibility, and enhanced EMI shielding (126 %) and Joule heating (203 %) compared to pure MWCNT BP. These properties are attributed to a compact, multidimensional conductive network formed by well-dispersed MWCNTs. EMI shielding effectiveness is meticulously evaluated across an extensive frequency spectrum, including X-, Ka-, V-, and W-bands, with reflection, absorption, and transmission mechanisms rigorously analyzed through physical and mathematical frameworks. The hybrid BP also exhibits superior Joule heating with stable spatial, temporal, and responsive characteristics. These findings underscore the multifunctional potential of hybrid BP for advanced electronics, thermal management, and EMI shielding solutions.</div></div>","PeriodicalId":10533,"journal":{"name":"Composites Communications","volume":"58 ","pages":"Article 102545"},"PeriodicalIF":6.5,"publicationDate":"2025-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144713554","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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

Deep learning paradigm shift in composite materials performance prediction: A review of state-of-the-art applications 复合材料性能预测中的深度学习范式转变：最新应用综述

IF 6.5 2区材料科学

Composites Communications Pub Date : 2025-07-22 DOI: 10.1016/j.coco.2025.102542

Yingjie Yan , Yifan Zhang , Xiaojia Wu , Qiwei Guo , Daijun Zhang , Chao Li , Yanfeng Liu , Jingyi Zhang , Liuxu An , Zhiyang Wang , Junhua Guo , Li Chen

{"title":"Deep learning paradigm shift in composite materials performance prediction: A review of state-of-the-art applications","authors":"Yingjie Yan , Yifan Zhang , Xiaojia Wu , Qiwei Guo , Daijun Zhang , Chao Li , Yanfeng Liu , Jingyi Zhang , Liuxu An , Zhiyang Wang , Junhua Guo , Li Chen","doi":"10.1016/j.coco.2025.102542","DOIUrl":"10.1016/j.coco.2025.102542","url":null,"abstract":"<div><div>Given the extensive application of composite materials in aerospace and a diversity of other fields, an accurate prediction of composite properties has become increasingly important. However, traditional experimental methods are time-consuming and costly. Deep learning (DL) has emerged as a transformative tool in composite materials research due to its powerful data processing capabilities. This paper reviews the application of DL models in predicting composite materials properties, providing a comparative analysis of four mainstream DL architectures: convolutional neural network (CNN), recurrent neural network (RNN), autoencoder (AE), and generative adversarial network (GAN). The associated fundamental principles, applications, and recent advancements are addressed, summarizing DL model evaluation methodologies in classification, regression, and image-based tasks. Moreover, this review considers current challenges and future research directions, offering valuable insights to inform further investigations. This study aims to serve as a significant reference for researchers engaged in this field of research.</div></div>","PeriodicalId":10533,"journal":{"name":"Composites Communications","volume":"58 ","pages":"Article 102542"},"PeriodicalIF":6.5,"publicationDate":"2025-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144702423","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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

Phase-field simulation study on the mechanical behavior and fracture mechanism of SiC-p/Al composites considering microstructural effects under uniaxial tension 考虑微观组织效应的SiC-p/Al复合材料单轴拉伸力学行为及断裂机制的相场模拟研究

IF 6.5 2区材料科学

Composites Communications Pub Date : 2025-07-19 DOI: 10.1016/j.coco.2025.102540

Yiqi Xiao , Xiaomin Peng , Dagang Wang , Yajun Luo , Xiaogang Sun , Kao Lin , Jihan Ye

{"title":"Phase-field simulation study on the mechanical behavior and fracture mechanism of SiC-p/Al composites considering microstructural effects under uniaxial tension","authors":"Yiqi Xiao , Xiaomin Peng , Dagang Wang , Yajun Luo , Xiaogang Sun , Kao Lin , Jihan Ye","doi":"10.1016/j.coco.2025.102540","DOIUrl":"10.1016/j.coco.2025.102540","url":null,"abstract":"<div><div>A microstructure-based fracture phase-field model was employed to reveal deformation and failure mechanisms in SiC particle-reinforced aluminum (SiC-p/Al) composites under tension. By integrating real microstructure reconstruction with elastoplastic fracture phase-field theory, the model captures stress distribution, crack initiation, and propagation dynamics across varying SiC volume fractions (10 %, 15 %, 20 %). Key findings demonstrate that lower SiC content induces localized stress concentrations near particle polar regions, while higher fractions form interconnected high-stress networks (>800 MPa) due to reduced interparticle spacing and stress bridging effects. Equivalent plastic strain transitions from localized shear bands to diffuse distributions as particle interactions intensify, though cluster-induced strain hotspots (>0.03) persist at 20 % SiC. The simulations reveal three distinct failure modes: (1) low-volume composites exhibit tortuous crack paths with delayed coalescence, driven by matrix plasticity; (2) intermediate fractions show accelerated crack linkage along interparticle channels; (3) high-volume clusters trigger brittle-dominated failure mechanisms involving interfacial debonding and particle cleavage. A peak strength-ductility synergy occurs at 10 % SiC, while 20 % SiC shows severe embrittlement with rapid crack network percolation. Simulations capture adaptive \"circum-particle/matrix-penetrating\" crack alternation and cluster-induced secondary cracking leading to macroscopic fracture bands. This multiscale approach bridges microstructural realism with fracture predictability, emphasizing interfacial strength and dispersion uniformity as critical damage tolerance factors for designing high-performance composites.</div></div>","PeriodicalId":10533,"journal":{"name":"Composites Communications","volume":"58 ","pages":"Article 102540"},"PeriodicalIF":6.5,"publicationDate":"2025-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144687248","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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

Dual-scale pore structured composite fibrous sponges with enhanced waterproof properties for high-efficiency broadband noise absorption 具有增强防水性能的双尺度孔隙结构复合纤维海绵，用于高效宽带噪声吸收

IF 6.5 2区材料科学

Composites Communications Pub Date : 2025-07-18 DOI: 10.1016/j.coco.2025.102541

Xiaoqian Xu , Cheng Liu , Shichao Zhang , Jianyong Yu , Bin Ding

{"title":"Dual-scale pore structured composite fibrous sponges with enhanced waterproof properties for high-efficiency broadband noise absorption","authors":"Xiaoqian Xu , Cheng Liu , Shichao Zhang , Jianyong Yu , Bin Ding","doi":"10.1016/j.coco.2025.102541","DOIUrl":"10.1016/j.coco.2025.102541","url":null,"abstract":"<div><div>Electrospun ultrafine fibrous materials demonstrate significant potential for noise reduction applications. However, electrospun fibers are predominantly deposited as two-dimensional fibrous membranes, which exhibit limited broadband noise absorption capabilities. Although recently developed three-dimensional (3D) electrospun fluffy ultrafine fibrous sponges have shown enhanced noise absorption performance, their waterproof properties remain insufficient. Here, we propose a method to prepare dual-scale pore structured composite fibrous sponges with waterproof functionality <em>via</em> a continuous two-step electrospinning combined with humidity-induced phase separation and thermal cross-linking. The synthesized composite fibrous sponges are lightweight (density of 11 mg cm<sup>−3</sup>) and imparts exceptional compression performance, maintaining structural integrity after 1000 compression cycles at 60 % strain. The fibrous sponges also exhibit excellent hydrophobicity (water contact angle of 143°) and water pressure resistance (93.2 kPa). More importantly, the dual-scale pore structure endows the sponges with superior broadband noise absorption performances, with noise reduction coefficients reaching 0.57. This work provides new insights into the development of multifunctional broadband noise-absorbing materials.</div></div>","PeriodicalId":10533,"journal":{"name":"Composites Communications","volume":"58 ","pages":"Article 102541"},"PeriodicalIF":6.5,"publicationDate":"2025-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144687247","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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

Topologically reconfigurable polypropylene composites: Boronic ester crosslinking for concurrent mechanical reinforcement and circular reprocessability 拓扑可重构聚丙烯复合材料：硼酯交联并发机械增强和循环再加工性

IF 6.5 2区材料科学

Composites Communications Pub Date : 2025-07-18 DOI: 10.1016/j.coco.2025.102538

Yi Zhang , Yi Ding , Wenwen Yu , Qiang Zheng

{"title":"Topologically reconfigurable polypropylene composites: Boronic ester crosslinking for concurrent mechanical reinforcement and circular reprocessability","authors":"Yi Zhang , Yi Ding , Wenwen Yu , Qiang Zheng","doi":"10.1016/j.coco.2025.102538","DOIUrl":"10.1016/j.coco.2025.102538","url":null,"abstract":"<div><div>Environmental pressures on polypropylene are intensifying, yet its current recycling rates remain alarmingly low. The primary challenges lie in the high costs of recycling and the limited value of its reuse. In this work, we present a straightforward and feasible approach to construct dynamic crosslinking structures within polypropylene, enabling its efficient recycling. The dynamic boronic ester-based crosslinked polymers (PGCs) with excellent mechanical properties and recyclability are successfully developed by thermally initiated ring-opening reaction between glycidyl methacrylate-modified polypropylene (PP-g-GMA) and 4-carboxyphenylboronic acid pinacol ester (CAPE). PGC2 exhibits the most optimal thermal and mechanical properties with the <em>T</em><sub>g</sub>, tensile strength, and elongation at break of 20.4 °C, 33.7 MPa, and 55.8 %, respectively. Subsequently, the dynamic crosslinking system is introduced into the PP matrix to evaluate the mechanical properties of the composites. The boronic ester bonds promote the topological rearrangement of the network through ester exchange reaction, endowing the PP composites with good reprocessability. It retains tensile strength and elongation at break comparable to those of the pristine sample after two reprocessing cycles. This dynamic crosslinking mechanism provides innovative ideas for the development of low-cost and high-value recycled plastics.</div></div>","PeriodicalId":10533,"journal":{"name":"Composites Communications","volume":"58 ","pages":"Article 102538"},"PeriodicalIF":6.5,"publicationDate":"2025-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144665479","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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

Multilayered foam-based electromagnetic interference absorber mimicking free space between pyramid structures 多层泡沫基电磁干扰吸收器，模拟金字塔结构之间的自由空间

IF 6.5 2区材料科学

Composites Communications Pub Date : 2025-07-17 DOI: 10.1016/j.coco.2025.102529

Duck Weon Lee , Seok Won Lee , Jae-Yong Kwon

{"title":"Multilayered foam-based electromagnetic interference absorber mimicking free space between pyramid structures","authors":"Duck Weon Lee , Seok Won Lee , Jae-Yong Kwon","doi":"10.1016/j.coco.2025.102529","DOIUrl":"10.1016/j.coco.2025.102529","url":null,"abstract":"<div><div>In this study, we propose a multilayered foam-based electromagnetic interference (EMI) absorber that mimics the gradient of free-space structure found between conventional pyramid-shaped absorbers. To achieve this, conductive foams with different open cell sizes and multi-wall carbon nanotubes (MWCNTs) concentrations were sequentially stacked to form a composite structure, and a highly reflective conductive film was introduced at the bottom. This design strategy enables gradual impedance matching from the surface and promotes multiple internal reflections within the foam structure, thereby significantly enhancing the absorption of incident electromagnetic waves at the X-band frequency range (8.2–12.4 GHz). We systematically investigated the influence of foam thickness, MWCNTs concentration, cell size, and their stacking order on the total shielding effectiveness (EMI SE), as well as on its absorption and reflection components. While EMI SE was relatively unaffected by stacking sequence, the energy dissipation pathways could be precisely tuned, favoring either absorption or reflection. Notably, the structure with a gradient from large to small cell sizes, combined with a conductive film, achieved over 40 dB of EMI SE at 12.4 GHz, primarily driven by absorption. The results demonstrated that spatial control of foam cell structure and integration of reflective layers provide an effective route for high-performance, absorption-dominant EMI shielding. This approach offers a scalable, lightweight solution for next-generation EMI management in electronics and communication systems.</div></div>","PeriodicalId":10533,"journal":{"name":"Composites Communications","volume":"58 ","pages":"Article 102529"},"PeriodicalIF":6.5,"publicationDate":"2025-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144680380","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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

Stretchable, soft, and thermally conductive polydimethylsiloxane embedding hyaluronic acid for artificial tactile sensory evaluation 可拉伸，柔软，导热聚二甲基硅氧烷嵌入透明质酸用于人工触觉感官评价

IF 6.5 2区材料科学

Composites Communications Pub Date : 2025-07-17 DOI: 10.1016/j.coco.2025.102535

Jeong Yu Lee, Kyungsup Han, Sung Yeon Cho, Heung Soo Baik, Jin Nam

引用次数: 0