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Evidence for one-pot organotellurium-mediated living radical polymerization by ditelluride and azo initiating system 双碲化物偶氮引发体系催化有机碲自由基聚合的证据
IF 4.5 2区 化学 Q2 POLYMER SCIENCE Pub Date : 2026-01-28 DOI: 10.1016/j.polymer.2026.129657
Xiaopei Li , Wenjuan Li , Mengwei Tian , Lu Li , Xiaowen Zhang , Zhengyang Hou , Jie Zhang , Lantao Liu , Dongdong Zhang
The one-pot organotellurium-mediated living radical polymerization (TERP) using diphenylditelluride (TePh)2 and 2,2-azobis(isobutyronitrile) (AIBN) or 2,2'-(diazene-1,2-diyl) bis (2,4-di methyl -pentanenitrile) (V65) was reported synthesis of polyacrylates under photo condition. The polymerization achieved over 90 % monomer conversion while maintaining well control over molecular weight (Mn) and molecular weight distribution (Đ). High molecular weight (>30000) polymers were successfully synthesized, including homopolymer, diblock copolymers and triblock copolymers (first time by using one-pot TERP) with controlled molecular weight and molecular weight distribution. The polymerization process was firstly investigated and it notes that this method enables high efficiency (>92 %) in situ generation of chain transfer agents (CTA) of TERP from ditelluride and azo compounds. The regulation of polymer molecular weight dispersity can be achieved by adjusting the azo/(TePh)2 ratio, a critical feature for meeting specific polymer design requirements.
以二苯二碲化物(TePh)2和2,2-偶氮(异丁腈)(AIBN)或2,2'-(二氮-1,2-二基)双(2,4-二甲基戊腈)(V65)为原料,采用一锅有机碲介导的活性自由基聚合(TERP)在光条件下合成了聚丙烯酸酯。聚合实现了90%以上的单体转化率,同时保持了对分子量(Mn)和分子量分布(Đ)的良好控制。成功合成了分子量可控、分子量分布可控的高分子量聚合物(>30000),包括均聚物、二嵌段共聚物和三嵌段共聚物(首次采用一锅TERP法)。首先对聚合过程进行了研究,并指出该方法可以高效率(> 92%)从二碲化物和偶氮化合物原位生成TERP链转移剂(CTA)。通过调节偶氮/(TePh)2的比率,可以调节聚合物的分子量分散性,这是满足特定聚合物设计要求的关键特征。
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引用次数: 0
Polymer-dispersed liquid crystals with low driving voltage and high peel strength based on siloxane-functionalized acrylates 基于硅氧烷功能化丙烯酸酯的低驱动电压高剥离强度聚合物分散液晶
IF 4.5 2区 化学 Q2 POLYMER SCIENCE Pub Date : 2026-01-27 DOI: 10.1016/j.polymer.2026.129656
Hongbo Lu , Yaodong Feng , Yue Zhao , Hao Bai , Lei Chen , Miao Xu
Polymer-dispersed liquid crystals (PDLC) show great application potential in the areas of smart windows and displays. However, the driving voltage and peel strength still need further improvement. This study systematically examined how siloxane-functionalized acrylate monomers influence the electro-optical and mechanical properties of PDLC by analyzing the electro-optical behavior, micro morphology, and mechanical characteristics. The results indicate that the migration of siloxane-functionalized acrylate monomers at the interface can lower the driving voltage and increase the peel strength of the PDLC film. For a 20 μm-thick film, compared to a sample without added siloxane-functionalized acrylate monomer, the saturation voltage (Vsat) decreased by about 37.3 % to 27.1 V. At the same time, the peel strength increased by approximately 60.2 % to 28.2 N/m. Furthermore, the peel strength was further increased to 35.1 N/m after UV-ozone modification of the substrate. This study is anticipated to provide a new approach to optimizing the performance of PDLC films for practical applications.
聚合物分散液晶(PDLC)在智能窗口和显示领域显示出巨大的应用潜力。但驱动电压和剥离强度仍需进一步提高。本研究通过分析硅氧烷功能化丙烯酸酯单体的电光行为、微观形貌和力学特性,系统地研究了硅氧烷功能化丙烯酸酯单体对PDLC电光和力学性能的影响。结果表明,硅氧烷功能化丙烯酸酯单体在界面处的迁移可以降低驱动电压,提高PDLC膜的剥离强度。对于20 μm厚的薄膜,与未添加硅氧烷功能化丙烯酸酯单体的样品相比,饱和电压(Vsat)下降了37.3%,为27.1 V。同时,剥离强度提高约60.2%,达到28.2 N/m。紫外-臭氧改性后,基材的剥离强度进一步提高到35.1 N/m。该研究有望为优化PDLC薄膜的实际应用提供一种新的方法。
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引用次数: 0
Enhancing the durability and chlorine-resistance of thin-film composite polyamide membrane via redox-initiated graft polymerisation with ascorbic acid and antibacterial ZnO nanoparticles 抗坏血酸和抗菌ZnO纳米粒子氧化还原引发接枝聚合增强薄膜复合聚酰胺膜的耐久性和耐氯性
IF 4.5 2区 化学 Q2 POLYMER SCIENCE Pub Date : 2026-01-27 DOI: 10.1016/j.polymer.2026.129658
Huong Thi Mai Lai , Anh Thi Kieu Vo , Vuong Duy Nguyen , Son Thi Nguyen , Ngoc Thi Bich Vu , Thu Hong Anh Ngo
Thin-film composite polyamide (TFC/PA) membranes are widely applied in water treatment but remain limited by fouling, biofouling, and chlorine-induced degradation. To address the above disadvantages, this work modified TFC/PA membranes via redox-initiated graft polymerisation of hydrophilic Ascorbic acid (AsA) combined with antibacterial zinc oxide nanoparticles (ZnONPs). Structural and surface characterisation using scanning electron microscopy with energy-dispersive X-ray spectrometry (SEM-EDX), attenuated total reflectance Fourier transform infrared spectroscopy (ATR-FTIR), and water contact angle (WCA) measurements confirmed the successful incorporation of AsA and ZnONPs. These analyses demonstrated a significant increase in surface hydrophilicity, as evidenced by the decrease in WCA from 49.5° to 35.8° and 33.6°. Filtration experiments demonstrated that the grafted membranes maintained stable sodium chloride retention (95.5 %), exhibited a higher flux ratio, and showed a lower irreversible fouling factor than the TFC/PA membrane. Importantly, the ZnONPs/AsA-grafted membrane displayed strong antibacterial activity against both Gram-negative and Gram-positive bacteria, sustaining filtration performance even after 4 days of bacterial exposure. Thus, the antifouling and anti-biofouling properties of the grafted membrane were enhanced. Moreover, the grafted membrane maintained its separation performance after immersion in NaClO solutions up to 15,000 ppm h, indicating superior chlorine resistance compared with the TFC/PA membrane. Overall, this work introduces a novel approach using AsA and ZnONPs to enhance antifouling, anti-biofouling, and chlorine resistance, offering promising potential for TFC/PA membranes in water treatment applications.
薄膜复合聚酰胺(TFC/PA)膜在水处理中得到了广泛的应用,但仍受到污染、生物污染和氯致降解的限制。为了解决上述缺点,本研究通过氧化还原引发的亲水性抗坏血酸(AsA)与抗菌氧化锌纳米粒子(ZnONPs)的接枝聚合对TFC/PA膜进行了改性。利用扫描电子显微镜与能量色散x射线光谱(SEM-EDX)、衰减全反射傅立叶变换红外光谱(ATR-FTIR)和水接触角(WCA)测量进行的结构和表面表征证实了AsA和ZnONPs的成功结合。这些分析表明,表面亲水性显著增加,WCA从49.5°下降到35.8°和33.6°。过滤实验表明,与TFC/PA膜相比,接枝膜保持了稳定的氯化钠滞留率(95.5%),通量比更高,不可逆污染因子更低。重要的是,ZnONPs/ asa接枝膜对革兰氏阴性菌和革兰氏阳性菌均表现出很强的抗菌活性,即使在细菌暴露4天后也能保持过滤性能。从而提高了接枝膜的防污和抗生物污染性能。此外,接枝膜在NaClO溶液中浸泡高达15,000 ppm.h后仍保持其分离性能,表明与TFC/PA膜相比,接枝膜具有更强的抗氯性能。总的来说,这项工作介绍了一种使用AsA和ZnONPs来增强抗污、抗生物污和抗氯性的新方法,为TFC/PA膜在水处理中的应用提供了广阔的潜力。
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引用次数: 0
From microstructure to function: Cooperative deformation in high-performance shape memory fibers 从微观结构到功能:高性能形状记忆纤维的协同变形
IF 4.5 2区 化学 Q2 POLYMER SCIENCE Pub Date : 2026-01-27 DOI: 10.1016/j.polymer.2026.129663
Xiaoyu Guan , Chunyan Lou , Heng Zhang , Xiaochun Zhu , Guoqian Lu , Xue Liang , Weiyi Xie , Mingjie Hu , Puzhen He , Zhengfeng Dong , Zihan Wang , Jie Diao , Rui Wang
Designing high-performance shape memory nanofibers remains challenging because most existing studies emphasize polymer chemistry while overlooking the decisive role of microstructural architecture in regulating energy storage and release. Here, we fabricate electrospun nanofibers composed of shape memory polyurethane (SMPU) and poly(vinylidene fluoride) (PVDF) with three distinct architectures: side-by-side coupled fibers, core–shell fibers, and independently electrospun mixed-fiber networks, enabling direct comparison of microstructure-dependent shape-memory behavior. Thermomechanical experiments and finite element simulations reveal that fiber-level architecture governs stiffness, shape fixity, recovery efficiency, and actuation force in a stress-dependent manner. Core–shell fibers provide strong circumferential confinement, leading to the highest modulus and recovery-induced actuation stress, whereas side-by-side fibers promote cooperative axial deformation and exhibit superior shape fixity under small programming stress. In contrast, independently mixed fibers show inferior performance due to discontinuous stress transfer. These results demonstrate that microstructural architecture, rather than polymer composition alone, defines distinct shape-memory regimes across different deformation conditions. This work establishes microstructure engineering at the single-fiber level as a clear and generalizable strategy for designing shape-memory nanofibers with predictable and tunable performance, offering important guidance for soft actuators, adaptive textiles, and multifunctional polymer systems.
设计高性能的形状记忆纳米纤维仍然具有挑战性,因为大多数现有的研究都强调聚合物化学,而忽视了微观结构在调节能量储存和释放中的决定性作用。在这里,我们制造了由形状记忆聚氨酯(SMPU)和聚偏氟乙烯(PVDF)组成的静电纺丝纳米纤维,具有三种不同的结构:并排耦合纤维,核-壳纤维和独立的静电纺丝混合纤维网络,可以直接比较微观结构依赖的形状记忆行为。热力学实验和有限元模拟表明,纤维级结构以应力依赖的方式控制刚度、形状固定性、恢复效率和致动力。核-壳纤维提供强大的周向约束,导致最高的模量和恢复诱导的驱动应力,而并肩纤维促进协同轴向变形,并在小编程应力下表现出优异的形状固结性。相反,独立混合纤维由于不连续的应力传递而表现出较差的性能。这些结果表明,微观结构结构,而不是单独的聚合物组成,在不同的变形条件下定义了不同的形状记忆机制。本研究为设计具有可预测和可调性能的形状记忆纳米纤维提供了一种清晰、可推广的策略,为软致动器、自适应纺织品和多功能聚合物系统提供了重要指导。
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引用次数: 0
Facile fabricating high aspect-ratio micro/nano pillars: mechanical mechanism and superhydrophobicity 高纵横比微纳柱的简易制造:机械机理与超疏水性
IF 4.5 2区 化学 Q2 POLYMER SCIENCE Pub Date : 2026-01-27 DOI: 10.1016/j.polymer.2026.129661
Yanjun Zhao , Yuhu Shang , Bo Lu , Kun Dai , Zhaoyuan Jiang , Liwei Mi , Guoqiang Zheng , Chuntai Liu , Changyu Shen
The demand for micro/nano patterns is increasingly high because of the rapid-growing of bioinspired devices, energy-related electronics, chemical/physical transducers and so on. Unfortunately, it is still a challenge to fabricate larger-area micro/nano patterns with high aspect-ratio based on low-cost thermoplastics. Herein, large-area thermoplastics surface featuring micro/nano pillars were efficiently fabricated by a reusable mold. Aspect-ratio of the as-prepared pillars is as high as 53, which is the record high in the available literatures concerning micro/nano pillars based on thermoplastics. It is well documented that yield and higher dissipated energy are crucial for the successful fabrication of high aspect-ratio micro/nano pillars. Such micro/nano pillar array reveals interesting properties in terms of superhydrophobicity and lower adhesive force. Considering the reusable micro-cavity mold made by pico-second laser ablation, inexpensive thermoplastic polymer as well as the facile polymer processing method widely used for industrial purpose, this study is a representative case of “functionalized processing for thermoplastic polymers” toward micro/nano patterns.
由于生物启发装置、能源相关电子学、化学/物理传感器等的快速发展,对微/纳米模式的需求越来越高。不幸的是,基于低成本热塑性塑料制造具有高纵横比的大面积微/纳米图案仍然是一个挑战。在此基础上,利用可重复使用的模具高效制备了具有微纳柱的大面积热塑性塑料表面。制备的微纳热塑性塑料柱的纵横比高达53,是现有文献中关于微纳热塑性塑料柱的最高纪录。有充分的文献证明,产量和高耗散能量是成功制造高纵横比微纳柱的关键。这种微纳柱阵列在超疏水性和低附着力方面显示出有趣的特性。考虑到皮秒激光烧蚀可重复使用的微腔模具、廉价的热塑性聚合物以及工业上广泛使用的简单聚合物加工方法,本研究是“热塑性聚合物功能化加工”向微纳米方向发展的代表案例。
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引用次数: 0
The mechanism of synergistic enhancement of the tribology properties of UHMWPE by graphene oxide and carbon nanotubes under water lubrication condition 研究了水润滑条件下氧化石墨烯与碳纳米管协同增强超高分子量聚乙烯摩擦学性能的机理
IF 4.5 2区 化学 Q2 POLYMER SCIENCE Pub Date : 2026-01-27 DOI: 10.1016/j.polymer.2026.129666
Xueshen Liu , Binbin Li , Dong Guo , Xincong Zhou
Water-lubricated bearing materials for ships suffer severe wear under low-speed operation and heavy load conditions. Integrating graphene oxide (GO) and multi-walled carbon nanotubes (MWCNTs) into ultra-high molecular weight polyethylene (UHMWPE) can improve its tribological properties. However, the cooperative modification mechanism governing these enhancements has not yet been elucidated. This report describes the preparation of a series of composites, i.e., UHMWPE/GO, UHMWPE/MWCNTs, and UHMWPE/GO-MWCNTs (GCNTs), which were fabricated by incorporating GO, MWCNTs, and GCNTs, respectively, into the UHMWPE matrix. The frictional and wear properties of these materials are investigated experimentally and through molecular dynamics (MD) simulation. The results show that the wear rates of UHMWPE/GO, UHMWPE/MWCNTs, and UHMWPE/GCNTs are all reduced relative to that of pure UHMWPE. In particular, the friction coefficient and wear rate of UHMWPE/GCNTs are the lowest under a heavy load (40 N), with reductions of 63.5 % and 56.7 %, respectively, compared with pure UHMWPE. Additionally, UHMWPE/GCNTs have lower molecular mobility. The “GO-MWCNTs-GO” sandwich structure formed by GO and MWCNTs on the surface of the UHMWPE provides more effective lubrication, which reduces the friction coefficient and wear of UHMWPE/GCNTs, thus improving the overall frictional properties of the material.
船舶水润滑轴承材料在低速运行和重载条件下磨损严重。将氧化石墨烯(GO)和多壁碳纳米管(MWCNTs)集成到超高分子量聚乙烯(UHMWPE)中可以改善其摩擦学性能。然而,控制这些增强的合作修改机制尚未阐明。本文介绍了在UHMWPE基体中分别掺入GO、MWCNTs和GCNTs制备一系列复合材料,即UHMWPE/GO、UHMWPE/MWCNTs (GCNTs)。通过实验和分子动力学(MD)模拟研究了这些材料的摩擦磨损性能。结果表明,与纯UHMWPE相比,UHMWPE/GO、UHMWPE/MWCNTs和UHMWPE/GCNTs的磨损率均有所降低。特别是在重载荷(40 N)下,UHMWPE/GCNTs的摩擦系数和磨损率最低,与纯UHMWPE相比分别降低了63.5%和56.7%。此外,UHMWPE/GCNTs具有较低的分子迁移率。氧化石墨烯与MWCNTs在UHMWPE表面形成的“GO-MWCNTs-GO”夹层结构提供了更有效的润滑,降低了UHMWPE/GCNTs的摩擦系数和磨损,从而提高了材料的整体摩擦性能。
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引用次数: 0
Structural evolution of PET, PA6 and cotton fabrics in DMSO at different temperatures and their sequential separation from complex blends 涤纶、PA6和棉织物在DMSO中不同温度下的结构演变及其与复合混纺物的先后分离
IF 4.5 2区 化学 Q2 POLYMER SCIENCE Pub Date : 2026-01-26 DOI: 10.1016/j.polymer.2026.129659
Yi Yu , Dandan Liu , Meng Zhu , Jianyong Yu , Xueli Wang , Ruchao Yuan
The recycling of PET/PA6/cotton blended fabrics remains a significant challenge due to the lack of efficient and scalable separation strategies. In this study, the structural responses of PA6, PET and cotton fabrics in DMSO at various temperatures were systematically investigated, enabling the development of an efficient, non-destructive sequential separation method for these complex blends. For PA6 fabrics, pronounced DMSO penetration occurred at 110 °C, leading to a decrease in glass transition temperature (Tg) and a γ-to-α crystalline phase transition. Dissolution proceeded in two distinct regimes (115–124 °C and 125–135 °C), yielding corresponding apparent activation energies of Ea1 = 103 kJ mol−1 and Ea2 = 26 kJ mol−1. PET fabrics exhibited minimal swelling prior to dissolution, with two kinetic regimes (145–149 °C and 150–160 °C) characterized by Ea1 = 257 kJ mol−1 and Ea2 = 56 kJ mol−1. In contrast, cotton fabrics retained their structural integrity across the entire temperature range (25–160 °C), remaining insoluble in DMSO. Sequential separation of the blends was achieved at 125 °C for PA6 fabrics and 150 °C for PET fabrics, without cross-contamination, demonstrating the feasibility of an efficient, non-destructive and scalable solvent-based system for fiber-to-fiber recycling of complex blended textiles.
由于缺乏有效和可扩展的分离策略,PET/PA6/棉混纺织物的回收利用仍然是一个重大挑战。在这项研究中,系统地研究了PA6、PET和棉织物在DMSO中不同温度下的结构响应,从而为这些复杂的共混物开发了一种高效、无损的顺序分离方法。对于PA6织物,DMSO在110℃时发生了明显的渗透,导致玻璃化转变温度(Tg)降低和γ-to-α晶相转变。溶解在两种不同的状态下进行(115 - 124℃和125 - 135℃),产生相应的表观活化能Ea1 = 103 kJ mol-1和Ea2 = 26 kJ mol-1。PET织物在溶解前溶胀最小,在145 ~ 149°C和150 ~ 160°C两个动力学区Ea1 = 257 kJ mol-1和Ea2 = 56 kJ mol-1。相比之下,棉织物在整个温度范围内(25 - 160°C)保持其结构完整性,不溶于DMSO。在125°C的温度下,PA6织物和150°C的温度下,实现了共混物的顺序分离,没有交叉污染,证明了一种高效、无损和可扩展的溶剂基系统用于复杂混纺纺织品的纤维对纤维回收的可行性。
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引用次数: 0
From rigidity to flexibility: High-strength PMIA fibers with aromatic ether structures 从刚性到柔韧性:具有芳香醚结构的高强度PMIA纤维
IF 4.5 2区 化学 Q2 POLYMER SCIENCE Pub Date : 2026-01-25 DOI: 10.1016/j.polymer.2026.129626
Juan Chen , Zheng Zhang , Seeram Ramakrishna , Zhonglin Xiang , Changhai Xu , Jinmei Du
Meta aromatic polyamide (PMIA) has high rigidity and low flexibility due to the rigid molecular structure and highly oriented hydrogen bonding interactions, which will make the stress concentration and damage of PMIA by force. It is necessary to improve flexibility while maintaining mechanical strength. The influence of different aromatic ether structure on properties of PMIA and the evolution mechanism of molecular chain conformation in flexible PMIA fibers during the drawing process are not clear. This work obtained two flexible PMIA fibers (PMAB-PMIA and ODA-PMIA) by introducing 1,3-bis (4-aminophenoxy) benzene (PMAB) and 4,4′-diaminodiphenyl ether (ODA) into molecular chain. The properties of PMIA with different aromatic ether structures and microscale analysis during drawing were explored. The flexible PMIA maintained excellent mechanical properties, thermal stability, and flame retardancy. The tensile strength of pristine PMIA, PMAB-PMIA and ODA-PMIA was 2.68, 2.55 and 2.64 cN/dtex, respectively, meaning that flexible PMIA fibers kept high tensile strength. Compared with pristine PMIA, the elongation at break of PMAB-PMIA and ODA-PMIA increased by 30.1 % and 16.4 %. Their maximum number of twists also increased from 177 to 237 and 258 twists/10 cm. The increased elongation at break and torsional resistance proved that flexibility of modified PMIA elevated. The molecular dynamics (MD) simulations indicated that the molecular chains of aromatic-ether PMIA had more folded conformations, thus offering superior flexibility and stress dissipation capabilities at microstructural level. This work systematically explored high-strength and flexible PMIA fibers based on aromatic ether, which is expected to guide the material design of future functional fibers.
元芳香族聚酰胺(PMIA)由于分子结构刚性和氢键相互作用高度定向,具有高刚性和低柔韧性,会使PMIA的应力集中和受力损伤。T是在保持机械强度的同时提高柔韧性的必要条件。不同芳香醚结构对PMIA性能的影响以及拉伸过程中柔性PMIA纤维分子链构象的演化机制尚不清楚。通过在分子链中引入1,3-双(4-氨基苯氧基)苯(PMAB)和4,4'-二氨基二苯醚(ODA),制备了两种柔性PMIA纤维(PMAB-PMIA和ODA-PMIA)。探讨了不同芳香醚结构的PMIA的性能及拉伸过程中的微尺度分析。柔性PMIA保持了优异的机械性能、热稳定性和阻燃性。原始PMIA、PMAB-PMIA和ODA-PMIA的拉伸强度分别为2.68、2.55和2.64 cn / dtexs,说明柔性PMIA纤维保持了较高的拉伸强度。与原始PMIA相比,PMAB-PMIA和ODA-PMIA的断裂伸长率分别提高了30.1%和16.4%。它们的最大旋转次数也从177次增加到237次和258次/10厘米。断裂伸长率和抗扭性能的提高证明改性PMIA的柔韧性得到了提高。分子动力学(MD)模拟表明,芳香醚PMIA分子链具有更多的折叠构象,因此在微观结构水平上具有优越的柔韧性和应力耗散能力。本工作系统地探索了基于芳香醚的高强柔性PMIA纤维,有望指导未来功能纤维的材料设计。
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引用次数: 0
Bio-based thioether polyols from limonene and geraniol: Toward sustainable high-performance polyurethane thermosets 从柠檬烯和香叶醇提取的生物基硫醚多元醇:迈向可持续高性能聚氨酯热固性材料
IF 4.5 2区 化学 Q2 POLYMER SCIENCE Pub Date : 2026-01-25 DOI: 10.1016/j.polymer.2026.129636
Sauravkumar Patel , Chandan Bodhak , Ram K. Gupta
Polyurethanes (PUs) are ubiquitous amongst versatile polymeric materials that are usually made by the reaction of polyisocyanates with polyols, yielding materials with a wide range of mechanical, chemical, and physical properties. Nowadays, more attention is given to designing PU networks involving the emerging techniques, including structurally modified bio-based polyols, compared to the use of conventional petroleum-based resources. In this context, “thiol-ene” click reactions are one of the most effective techniques for structural modification of unsaturated bio-based resources to prepare the polyols under a sustainable approach. Herein, we have developed an efficient route for the synthesis of limonene and geraniol-based thioether polyols (LME and GME) via the “thiol-ene” click reaction under solvent-free conditions. Thereafter, the prepared thioether polyols were used to fabricate a series of polyurethane thermoset networks under catalyst-free condition with tunable thermal and mechanical properties involving two different diisocyanates (IPDI and CHMDI) for PU formulation. Additionally, the influence of soybean oil polyol (SBPO) on the structural rigidity of the PU networks has also been investigated. All the PU thermosets appear as transparent, rigid, or semi-rigid films and exhibit a high glass transition temperature (Tg) as well as robust mechanical properties. For instance, all the prepared PU thermosets displayed the tunable Tg values ranging from 20.5 to 75.3 °C, and the highest tensile strength of ∼36 MPa and shore D hardness of ∼85 was achieved for the GME-IPDI polyurethane thermoset. The fabricated PU materials exhibit moderate UV resistance and also no significant yellowing phenomenon was observed due to the presence of aliphatic backbone. Briefly, the present work explores the scope of terpene feedstocks for the development of sulfur-functionalized high-performance polyurethane networks with enhanced thermal stability and mechanical strength.
聚氨酯(pu)在多用途聚合物材料中无处不在,通常由多异氰酸酯与多元醇反应制成,产生具有广泛机械,化学和物理性能的材料。目前,与传统的石油基资源相比,更多的关注于设计涉及新兴技术的聚氨酯网络,包括结构改性生物基多元醇。在此背景下,“巯基”键合反应是对不饱和生物基资源进行结构改性以制备多元醇的最有效技术之一。在此,我们开发了一种在无溶剂条件下通过“巯基”咔嗒反应合成柠檬烯和香叶醇基硫醚多元醇(LME和GME)的有效途径。随后,利用所制备的硫醚多元醇在无催化剂条件下制备了一系列热性能和力学性能可调的聚氨酯热固性网络,并将两种不同的二异氰酸酯(IPDI和CHMDI)用于PU配方。此外,还研究了大豆油多元醇(SBPO)对聚氨酯网结构刚度的影响。所有的PU热固性材料都表现为透明,刚性或半刚性薄膜,并表现出高玻璃化转变温度(Tg)以及坚固的机械性能。例如,所有制备的PU热固性材料的Tg值都在20.5 ~ 75.3℃之间,GME-IPDI聚氨酯热固性材料的抗拉强度为~ 36 MPa,邵氏D硬度为~ 85。制备的PU材料具有中等的抗紫外线性能,并且由于脂肪族骨架的存在,没有观察到明显的变黄现象。简要地说,目前的工作探讨了萜烯原料的范围,用于开发具有增强热稳定性和机械强度的硫功能化高性能聚氨酯网络。
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引用次数: 0
Deep learning of long short-term memory neural networks in shape memory polymers towards shape memory behaviors 形状记忆聚合物长短期记忆神经网络对形状记忆行为的深度学习
IF 4.5 2区 化学 Q2 POLYMER SCIENCE Pub Date : 2026-01-24 DOI: 10.1016/j.polymer.2026.129651
Jianwei Deng, Haibao Lu
Thermally activated shape memory polymers (SMPs) are popularly employed in advanced engineering applications, such as soft actuators, soft robotic systems, and active metamaterials. Engineering design of SMP structures underscores the need for robust and fast numerical modeling approaches. However, existing constitutive models, though theoretically comprehensive, often suffer from parameter calibration difficulties and high computational costs. This study develops a novel deep learning methodology based on Long Short-Term Memory (LSTM) neural networks for modeling thermo-mechanical shape recovery behaviors of SMPs. An experimentally-validated thermo-visco-hyperelastic constitutive model and finite element simulations are employed to generate the datasets. Subsequently, a series of deep learning models are developed and trained to predict the free and constraint recovery behaviors. The developed deep learning models deliver precise real-time predictions while maintaining good generalization ability. Furthermore, we extend the proposed framework to free recovery behaviors under 3D stress-strain states. The outstanding performance of these deep learning models highlights their significant potential as a real-time and effective alternative for design and analysis of SMPs in comparison with traditionally theoretical and semi-empirical approaches.
热激活形状记忆聚合物(SMPs)广泛应用于高级工程应用,如软致动器、软机器人系统和活性超材料。SMP结构的工程设计强调了对鲁棒和快速数值模拟方法的需求。然而,现有的本构模型虽然理论上全面,但往往存在参数校准困难和计算成本高的问题。本研究开发了一种基于长短期记忆(LSTM)神经网络的深度学习方法,用于模拟smp的热机械形状恢复行为。采用实验验证的热粘超弹性本构模型和有限元模拟来生成数据集。随后,开发和训练了一系列深度学习模型来预测自由和约束恢复行为。开发的深度学习模型在保持良好泛化能力的同时提供精确的实时预测。此外,我们将提出的框架扩展到三维应力-应变状态下的自由恢复行为。与传统的理论和半经验方法相比,这些深度学习模型的出色表现突出了它们作为smp设计和分析的实时和有效替代方案的巨大潜力。
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