Sanketsinh Thakor, Prince Jain, Anand Joshi, Chandan R. Vaja, Swapnil Parikh, Piyush Panchal
{"title":"Characteristics of nanoepoxy composite through structural, thermal and machine learning-enhanced dielectric analysis","authors":"Sanketsinh Thakor, Prince Jain, Anand Joshi, Chandan R. Vaja, Swapnil Parikh, Piyush Panchal","doi":"10.1007/s10965-025-04410-3","DOIUrl":"10.1007/s10965-025-04410-3","url":null,"abstract":"<div><p>This study aims to comprehensively explore the characteristics of hybrid nano fillers incorporated epoxy composites (NFIEC) using various analytical techniques. The research encompasses machine learning-enhanced dielectric analysis across a wide frequency spectrum ranging from 100 Hz to 2 MHz. The structural properties of the nano-fillers, pristine epoxy (PE), and NFIEC are investigated through X-ray Diffraction (XRD). Hybrid nano fillers, including combinations like SiO<sub>2</sub> + Fe<sub>3</sub>O<sub>4</sub>, ZnO + Fe<sub>3</sub>O<sub>4</sub>, TiO<sub>2</sub> + Fe<sub>3</sub>O<sub>4</sub> and Al<sub>2</sub>O<sub>3</sub> + Fe<sub>3</sub>O<sub>4</sub>, are added to the PE at a concentration of 1 wt.% to form NFIEC. Additionally, Differential Scanning Calorimetry are employed to gain further insights into the thermal behaviour of the NFIEC. This study also demonstrates the effectiveness of machine learning models, particularly Extra Trees, CatBoost, XGBoost, and Ensemble Averaging, in predicting dielectric properties (ε′ and ε′′) of NFIEC using data from LCR and VNA measurements. The models exhibited high predictive accuracy, with Ensemble Averaging consistently delivering robust performance across datasets, highlighting the potential of ML techniques in advancing material science by reducing experimental efforts and enhancing predictive precision.\u0000</p></div>","PeriodicalId":658,"journal":{"name":"Journal of Polymer Research","volume":"32 5","pages":""},"PeriodicalIF":2.6,"publicationDate":"2025-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143908858","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Photochromic functionalization of polyetheramine-cured epoxy resin based on spiropyran derivatives doping","authors":"Zijie Xu, Xingyao Liu, Chongwen Yu, Xinyu Fan, Zhongwei Yan, Haotian Xiao, Yujie Song, Jian Xu","doi":"10.1007/s10965-025-04378-0","DOIUrl":"10.1007/s10965-025-04378-0","url":null,"abstract":"<p>Despite being a widely used polymer material, studies on the spiropyran (SP)-derived photochromic functionalization of amine-cured epoxy resin materials are not sufficiently detailed. Traditional amine-based curing agents can undergo chromogenic reactions with SP through multiple reaction mechanisms. Furthermore, the dense crosslinked network structure of the resin restricts the conformational isomerization of SP, thereby leading to the failure of photochromic functionalization in epoxy resin systems. In this work, a SP derivative (YBSP), which contains a meta-dinitrobenzene structure, was synthesized and doped into polyetheramine-cured epoxy resin materials. Polyetheramine does not react with SP to form small molecular fragments, and the bulky side group of YBSP provides sufficient free volume for its isomerization in the resin crosslinking structure. As a result, the resin material doped with YBSP exhibits photochromic properties after exposure to 365 nm UV light, and as the YBSP content increases, the fracture toughness of the resin is enhanced, with its fracture strength reaching 72.815 MPa. In conclusion, doping YBSP into epoxy resin not only imparts photochromic functionality to the material but also enhances its toughness while maintaining its original thermodynamic properties.</p>","PeriodicalId":658,"journal":{"name":"Journal of Polymer Research","volume":"32 5","pages":""},"PeriodicalIF":2.6,"publicationDate":"2025-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143913826","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Effect of side-chain lengths of imidazolium cation on the properties of carboxyl-functional poly(ionic liquid)-based elastomers","authors":"Na Liu, Hongyu Wang, Ziyue Zhou, Yenan Yu, Haiming Xu, Ying Zhang, Minghua Jing, Hongyan Xie, Dawei Fang","doi":"10.1007/s10965-025-04402-3","DOIUrl":"10.1007/s10965-025-04402-3","url":null,"abstract":"<div><p>The electrostatic interaction between cation/anion pairs of poly(ionic liquids) (PILs) endows great self-healing potential. However, its low bond energy leads to low load rating and weak mechanical strength. Hence, it is a great challenge to balance the mechanical strength and repair performance by designing and regulating the molecular structures of PILs. The configuration of cations and anions in ionic liquid monomers is the decisive factor for the segmental motion of PILs. Thus, we started from the design of monomeric molecules and introduced functional group (-COOH) onto the side chain of the cationic. Herein, a series of carboxyl-functionalized imidazolium ionic liquid monomers (denoted as IL-m) with different side-chain lengths were synthesized via acid–base neutralization and ion exchange reactions. Then, a series of novel and stretchable carboxyl-functional liquid-free PIL-based elastomers based on single component were prepared by photo-initiated polymerization. In this paper, we investigated the relationship between the properties and chemical composition and microstructure of PIL-based elastomers (especially the side chain length) in detail. ATR-FTIR verified the micro-structures and the interactions between the polymer chains, which comfirmed the H-bond and ion–dipole interaction, serving as physical crosslinking points and endowing the elastomers with tunable properties. By optimizing polymerization conditions and side-chain length, tunable ionic conductivity (9.89 × 10<sup>–7</sup> to 2.10 × 10<sup>–5</sup> S cm<sup>−1</sup>) and self-healing performance (8 h at room temperature or 20 min at 50 °C for PIL-10) were achieved. Increasing the imidazolium side-chain length from 1 to 9, the stretchability of PIL-based elastomers increased from 124.58% to 1336.17%. The PIL-based elastomers also exhibited adjustable glass transition temperatures (-16.50 to 45.72 °C), high transparency (84.8% ~ 92.5%), excellent thermal stability (<i>T</i><sub>d</sub> > 310 °C, up to 348.13 °C), and tunable hydrophilicity or hydrophobicity. Remarkable adhesion strength (500 kPa for PIL-10 on iron) and recyclability were also demonstrated. This strategy will boost the facile fabrication of liquid-free PIL-based elastomers holding great promise in next-generation soft electronics and would provide new opportunities for the development of novel self-healing ionotronics.</p></div>","PeriodicalId":658,"journal":{"name":"Journal of Polymer Research","volume":"32 5","pages":""},"PeriodicalIF":2.6,"publicationDate":"2025-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143904853","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Transforming waste cooking oil into zinc soap: a sustainable approach to multifunctional additives for enhancing natural rubber composites","authors":"Charoen Nakason, Pornpot Nuthong, Azizon Kaesaman","doi":"10.1007/s10965-025-04392-2","DOIUrl":"10.1007/s10965-025-04392-2","url":null,"abstract":"<div><p>Recycled or used cooking oil (UCO) was utilized as a raw material to synthesize zinc soaps, which were subsequently employed as processing aids in silica-filled natural rubber (NR) compounds. Their performance was compared with zinc soaps derived from coconut and palm oils, as well as a commercial processing aid. The results revealed that zinc soaps significantly reduced Mooney viscosity and enhanced stress relaxation rates in NR compounds, attributed to their lubricating and plasticizing properties, which improved flowability and processability. These zinc soaps also influenced curing characteristics, resulting in higher torque differences and crosslink densities, thereby enhancing mechanical strength. Furthermore, the incorporation of in-house synthesized zinc soaps shortened cure and scorch times while accelerating the cure rate, underscoring their synergistic role in promoting crosslinking reactions. Additionally, these zinc soaps improved the dispersion of solid particles within the NR matrix, fostering greater uniformity and optimizing compound properties. The inclusion of zinc soaps also boosted rubber elasticity, as indicated by a higher rubber index (RI), and enhanced thermal stability, evidenced by extended <i>T</i><sub><i>90</i></sub> values, higher peak positions, and larger peak areas in stress relaxation profiles.</p></div>","PeriodicalId":658,"journal":{"name":"Journal of Polymer Research","volume":"32 5","pages":""},"PeriodicalIF":2.6,"publicationDate":"2025-05-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143902804","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Çağın Bolat, Muhammed Turan Aslan, Abdulkadir Çebi, Tan Eftal Gene, Hasan Ispartalı
{"title":"A comprehensive analysis of the influence of adhesive types and layer stacking sequence on tensile and impact responses of ASA/PLA composite sandwich structures by additive manufacturing","authors":"Çağın Bolat, Muhammed Turan Aslan, Abdulkadir Çebi, Tan Eftal Gene, Hasan Ispartalı","doi":"10.1007/s10965-025-04403-2","DOIUrl":"10.1007/s10965-025-04403-2","url":null,"abstract":"<div><p>Composite laminates are a special class of materials that combine lightweight design and superior mechanical properties. Due to their high specific strength and rising usage rates, many industries like automotive, aerospace, defense, and marine have preferred these materials in recent years. In this article, low and high-speed deformation features of 3D-printed ASA/PLA laminates were analyzed depending on different low-cost adhesive types and stacking sequences. In addition, 3D printed laminate samples were bonded together across the entire large surface for the first time in the literature. Charpy and tensile test samples were produced with constant printing parameters as infill rate (100%), layer height (0.1 mm) and infill pattern (Line, 90°) according to ASTM D6110 and D638-Type 4 standards, respectively. The primary goal of this study is to investigate the relationship between the 3D printing stage and assembly strategies in detail specific to deformation modes. The experimental outcomes reflected that cyanoacrylate-based adhesives impacted positively the elastic modulus and yield strength values of the laminates. In addition, the polyurethane-based adhesive used ASA samples performed better impact energies owing to escalating production gaps and higher impact resistance of neat ASA. Specific absorbed energy results were impressed by adhesive types strongly and were in favor of cyanoacrylate binder for hybrid sequences.</p></div>","PeriodicalId":658,"journal":{"name":"Journal of Polymer Research","volume":"32 5","pages":""},"PeriodicalIF":2.6,"publicationDate":"2025-05-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143900734","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Hemalatha Parangusan, K. Karuppasamy, Jolly Bhadra
{"title":"Fenugreek-enriched electrospun PLA scaffold: revolutionizing tissue engineering solutions","authors":"Hemalatha Parangusan, K. Karuppasamy, Jolly Bhadra","doi":"10.1007/s10965-025-04373-5","DOIUrl":"10.1007/s10965-025-04373-5","url":null,"abstract":"<div><p>The therapeutic properties of medicinal plants have been harnessed to facilitate wound healing, and conventional techniques for their application in this regard have been devised. Electrospun nanofibrous scaffolds have recently shown great potential as materials for tissue engineering, specifically tissue regeneration. Utilizing medicinal plant components in nanofibers for biomedical and wound healing purposes holds promise for improving performance and achieving a synergistic outcome. The scaffolds that were created underwent analysis using X-ray diffraction, Fourier transform, mechanical testing, swelling measurement, contact angle measurement, and weight loss assessment. The study also examined the compatibility of the cells with the scaffolds and assessed their wound-healing capacity in a laboratory setting. The scanning electron microscopy (SEM) images of the PLA and PLA/fenugreek composite scaffolds demonstrate the presence of uniform, sleek, and flawless nanofibers. The investigation yielded significant evidence regarding the in vitro wound healing and cell viability of 3 T3 fibroblast cells on the produced scaffolds. The findings demonstrated that PLA scaffolds with fenugreek exhibit promising potential as substitutes for tissue engineering purposes.</p><h3>Graphical Abstract</h3>\u0000<div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":658,"journal":{"name":"Journal of Polymer Research","volume":"32 5","pages":""},"PeriodicalIF":2.6,"publicationDate":"2025-05-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s10965-025-04373-5.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143900621","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jing Zhao, Dianhong Qu, Shengbo Jin, Yadi Yang, Tianming Wang
{"title":"A comparative study of the effect of carbon nanomaterials on the thermophysical and mechanical properties of perfluoroelastomers: molecular dynamics simulation","authors":"Jing Zhao, Dianhong Qu, Shengbo Jin, Yadi Yang, Tianming Wang","doi":"10.1007/s10965-025-04406-z","DOIUrl":"10.1007/s10965-025-04406-z","url":null,"abstract":"<div><p>This study employs perfluoroelastomers (FFKM) as the matrix material, with graphene, carbon nanotubes, hydroxyl-functionalized graphene (OH-GNS), and hydroxyl-functionalized carbon nanotubes as reinforcing fillers. Utilizing molecular dynamics (MD) simulation methods, the influences of diverse carbon nanomaterials on the thermophysical and mechanical properties of FFKM were thoroughly examined. Based on Fourier's law, thermal conductivity within the composite system was calculated using the reverse non-equilibrium method; the thermal expansion coefficient was determined through the volumetric expansion method, and the glass transition temperature was ascertained using the specific volume method. The mechanical properties of the composites were evaluated using the constant strain rate method. MD simulation results indicate that incorporating carbon nanomaterials significantly enhances both the thermophysical and mechanical properties of FFKM. Among the four sorts of nanofillers studied, OH-GNS exhibited the most prominent improvement. By analyzing the mean squared displacement and radial distribution function of different composite systems from a spatial structure perspective, as well as the system potential energy and interaction energy between the matrix and fillers from an energetic perspective, this study elucidates the differing mechanisms by which diverse carbon nanomaterials affect the thermophysical and mechanical properties of FFKM.</p></div>","PeriodicalId":658,"journal":{"name":"Journal of Polymer Research","volume":"32 5","pages":""},"PeriodicalIF":2.6,"publicationDate":"2025-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143888544","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Review: self-healing materials and their applications","authors":"Jiaming Deng, Yuting Jin, Zheng Li, Min Xue, Yanling Zhang, Alideertu Dong, Munkhjargal Burenjargal","doi":"10.1007/s10965-025-04407-y","DOIUrl":"10.1007/s10965-025-04407-y","url":null,"abstract":"<div><p>Self-healing materials are composite materials that can repair themselves after damage, extending their service life and reducing the burden on the user. The use of dressings made from self-healing materials eliminates the need for multiple dressing changes; the use of coatings made from self-healing materials extends the use of coatings, eliminates the need for frequent coating changes and provides long-lasting protection for the items being protected. The current self-healing materials are generally divided into two categories: exogenous and endogenous materials. This work discusses the fine classification of the two types of self-healing materials as well as the self-healing mechanism. Due to the different types of materials with different internal structures, the materials also exhibit different properties such as electrical conductivity, high-temperature resistance, and strong resistance to external forces. Based on the differences in material properties, this review also summarizes the applications of self-healing materials in the fields of wound dressings, coating materials, sensors, battery electrode, and 3D printing. This review provides a reference for subsequent in-depth research and development of self-healing materials.</p></div>","PeriodicalId":658,"journal":{"name":"Journal of Polymer Research","volume":"32 5","pages":""},"PeriodicalIF":2.6,"publicationDate":"2025-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143888545","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Preparation of low-density crystalline poly(ether ether ketone) foam by near-melting-point saturated supercritical carbon dioxide method","authors":"Xiangwei Wang, Youbing Wang, Xiaohan Mei, Bing Han, Shuling Zhang","doi":"10.1007/s10965-025-04405-0","DOIUrl":"10.1007/s10965-025-04405-0","url":null,"abstract":"<div><p>This study focuses on preparing low-density crystalline poly (ether ether ketone) (PEEK) foam using near-melting-point saturated supercritical carbon oxide (sc-CO<sub>2</sub>) method. Compared to conventional sc-CO<sub>2</sub> foaming technology, near-melting-point saturated sc-CO<sub>2</sub> foaming technology can achieve lower density due to saturation near the melting point, which reduces the crystal region and facilitates the dissolution and diffusion of physical foaming agents. The density of PEEK foam is closely related to resin characteristics and foaming parameters. Moreover, the density of PEEK foam hardly changed after being held at 305 °C for 10 h and after being placed in various media for 24 h, which indicated PEEK foam possessed outstanding high-temperature resistance and corrosion resistance. The above excellent properties of PEEK foam were due to high glass transition temperature, high melting point, and crystallinity of PEEK resin.</p></div>","PeriodicalId":658,"journal":{"name":"Journal of Polymer Research","volume":"32 5","pages":""},"PeriodicalIF":2.6,"publicationDate":"2025-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143883741","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Synergistic effects of various hollow particles on mechanical and adhesive properties of impact protection film","authors":"Sepideh RANJI, Pei Qin, Myung Cheon LEE","doi":"10.1007/s10965-025-04396-y","DOIUrl":"10.1007/s10965-025-04396-y","url":null,"abstract":"<div><p>Pressure sensitive adhesive films are widely used for their attach and detach convenience and easy and quick part fixing, making them indispensable in various industrial applications. The integration of microcellular foaming techniques further enhances these films by improving their impact strength, toughness, and lightweight characteristics. This study presents a novel approach to developing adhesive foam films for impact protection by incorporating a synergistic combination of thermoplastic swellable polymer (TSP) particles, hollow glass spheres (HGS), and organic–inorganic hybrid (OIH) particles. The effects of varying particle compositions and mixing ratios on the adhesive, mechanical, and thermal properties of the foam films were systematically evaluated. Comprehensive testing, including peel strength, compression force deflection (CFD), and ball drop impact absorption, identified optimal formulations and processing conditions. Advanced surface characterization using Scanning Electron Microscopy (SEM), Energy-Dispersive X-Ray Spectroscopy (EDX), and Atomic Force Microscopy (AFM) provided critical insights into particle migration, distribution, and their influence on the films' performance. Thermal treatment was shown to play a pivotal role in enhancing surface smoothness and adhesive strength by facilitating particle redistribution. The findings underscore the importance of tailored particle interactions in achieving high-performance thermoplastic foam films with superior impact resistance, mechanical resilience, and adhesive properties.</p></div>","PeriodicalId":658,"journal":{"name":"Journal of Polymer Research","volume":"32 5","pages":""},"PeriodicalIF":2.6,"publicationDate":"2025-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143883742","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}