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Rational Design of Crosslinked Polymeric Microsphere Coatings for Thermally Stable and Swelling-Resistant Lithium-Ion Battery Separators. 热稳定抗膨胀锂离子电池隔膜用交联聚合物微球涂层的合理设计。
IF 4.3 3区 化学 Q2 POLYMER SCIENCE Pub Date : 2026-01-21 DOI: 10.1002/marc.202500926
Yi Zheng, Rui Zhao, Xuejiao Song, Yiming Cao, Liwei Dai, Changchuan Shi, Wuli Yang, Yutao Sang, Chengdong Sun, Wenhao Dong, Zhihong Nie

The lithium-ion batteries increasingly require separators that combine high thermal stability, low swelling, and excellent electrolyte wettability, yet conventional ceramic coatings add weight and reduce porosity while acrylate-based polymer coatings often lack heat resistance. Here, we report a rationally engineered class of highly crosslinked, monodisperse polymeric microspheres synthesized via emulsion polymerization of styrene (St), methyl methacrylate (MMA), acrylonitrile (AN), and dipentaerythritol hexaacrylate (DPHA). The synergistic monomer design confers controlled particle nucleation, high thermal robustness (T3 up to 370°C), and exceptional resistance to electrolyte swelling (<11%). When applied as thin (∼1.5 µm) separator coatings, the microspheres pack into uniform, porous, and strongly wettable architectures that significantly enhance separator performance. The coated separators exhibit minimal thermal shrinkage (5.6% at 150°C), more than double the electrolyte infiltration of ceramic-coated controls, and markedly improved ionic conductivity (0.80 mS cm- 1). Pouch cells assembled with these separators deliver superior cycling stability and rate capability. This work establishes a high-performance, lightweight, and scalable alternative to ceramic coatings for next-generation lithium-ion battery separators.

锂离子电池越来越需要兼具高热稳定性、低膨胀性和优异的电解质润湿性的隔膜,然而传统的陶瓷涂层会增加重量并减少孔隙率,而丙烯酸酯基聚合物涂层通常缺乏耐热性。在这里,我们报告了一个合理的工程类高交联,单分散的聚合物微球,通过乳液聚合合成苯乙烯(St),甲基丙烯酸甲酯(MMA),丙烯腈(AN)和二季四醇六丙烯酸酯(DPHA)。协同单体设计可控制颗粒成核,高热稳健性(T3高达370°C),并具有优异的抗电解质膨胀性(- 1)。袋电池组装与这些分离器提供卓越的循环稳定性和速率能力。这项工作为下一代锂离子电池隔膜建立了一种高性能、轻质、可扩展的陶瓷涂层替代品。
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引用次数: 0
Convergence of Organ-on-a-Chip and Freeform Printing of Sacrificial Poly(2-cyclopropyl-2-oxazoline) Enables the Generation of Perfusable Endothelialized Channels in Hydrogels. 芯片上器官的聚合和牺牲型聚(2-环丙基-2-恶唑啉)的自由打印使水凝胶中可灌注内皮化通道的产生成为可能。
IF 4.3 3区 化学 Q2 POLYMER SCIENCE Pub Date : 2026-01-21 DOI: 10.1002/marc.202500802
Giulia Maria Di Gravina, Patrick Kuntschke, Zeno Guttenberg, Philipp Linke, Katja P Schumann, Meike N Leiske, Thomas Scheibel, Matthias Ryma

The fabrication of physiologically relevant microvascular networks remains a major challenge in Organ-on-a-chip (OoC) technologies, largely due the dependence on plastic materials and the generation of channels with non-physiological, rectangular cross-sections. Here, we present a novel approach for the in-situ generation of perfusable micro-vessels within OoC platforms using freeform printing (FFP) of the thermo-responsive poly(2-cyclopropyl-2-oxazoline) (PcycloPrOx). We integrated FFP with a fluidic custom-designed OoC device to directly print suspended sacrificial vascular templates, enabling the creation of circular cross-section channels with resolutions down to 200 µm, without post-processing. Following hydrogel casting and template dissolution, green fluorescent protein human umbilical vein endothelial cells (GFP-HUVECs) were seeded into the channels and cultured under continuous perfusion (unidirectional and bidirectional) for 7 days. Confocal fluorescence microscopy revealed rapid endothelialization, with a confluent monolayer established by day 3. By day seven, immunostaining confirmed expression of endothelial markers CD31 and VE-cadherin, indicating proper endothelialization. This work demonstrates the first functional application of PcycloPrOx-based FFP for OoC vascularization and provides a scalable, automatable strategy for engineering perfusable, endothelialized microvascular 3D tissue models. Our platform offers new opportunities for vascularized organ-on-chip models in drug screening and disease modelling.

在器官芯片(OoC)技术中,生理相关微血管网络的制造仍然是一个主要挑战,这主要是由于对塑料材料的依赖以及非生理矩形截面通道的产生。在这里,我们提出了一种在OoC平台中使用热响应性聚(2-环丙基-2-恶唑啉)(PcycloPrOx)的自由形状打印(FFP)来原位生成可渗透微血管的新方法。我们将FFP与流体定制设计的OoC设备集成在一起,直接打印悬浮牺牲血管模板,从而创建分辨率低至200 μ m的圆形截面通道,无需后处理。水凝胶浇铸和模板溶解后,将绿色荧光蛋白人脐静脉内皮细胞(GFP-HUVECs)播种于通道内,连续灌注(单向和双向)培养7天。共聚焦荧光显微镜显示内皮快速形成,第3天形成融合单层。第7天,免疫染色证实内皮标志物CD31和VE-cadherin的表达,表明内皮化正常。这项工作证明了基于pcycloproc的FFP在OoC血管化中的首次功能性应用,并为工程可灌注、内皮化微血管3D组织模型提供了可扩展、可自动化的策略。我们的平台为药物筛选和疾病建模中的血管化器官芯片模型提供了新的机会。
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引用次数: 0
Cell-Friendly Indirect 3D Printing Strategy for Scaffold Fabrication. 细胞友好的间接3D打印支架制造策略。
IF 4.3 3区 化学 Q2 POLYMER SCIENCE Pub Date : 2026-01-20 DOI: 10.1002/marc.202500624
Lana Van Damme, Phillip Blondeel, Sandra Van Vlierberghe

This study aims to evaluate the use of polyvinyl alcohol (PVA) moulds for the fabrication of cell-containing hydrogel scaffolds exploiting a bottom-up tissue engineering (TE) approach. To this end, different gelatin derivatives are functionalized and their physical gelation behaviour are investigated. The modified recombinant collagen peptide (RCPhC1) materials exhibit lower viscosity than the animal-derived gelatin, rendering them unsuitable to be exploited in extrusion-based 3D printing. Hence, indirect printing using water-soluble PVA moulds is explored, and the moulds demonstrate excellent water solubility, biocompatibility and photo-transmittance. The obtained scaffolds show a computer-aided design/computer-aided manufacturing (CAD/CAM) mimicry of ∼110% and mass swelling ratios (4-24) suitable for soft TE applications. Moreover, mechanical properties in line with those of native fatty tissue (Young's moduli 0.8-2 kPa) were obtained. The cell viability remains high (>80%) throughout the 14-day assessment period, indicating the biocompatibility of the encapsulated adipose tissue-derived stem cells (ASCs) within the scaffolds, irrespective of the applied hydrogel materials, being gelatin-methacryloyl (Gel-MA), gelatin norbornene/thiolated gelatin (Gel-NB/SH), RCPhC1-MA and RCPhC1-NB/SH. In conclusion, PVA moulds can be exploited to shape gelatin derivatives while ensuring cell compatibility. As a result, viscosity challenges can be overcome enabling the application of low viscous (<30 mPa.s) photo-crosslinkable hydrogels in extrusion-based 3D-printing serving TE applications, offering control over the scaffold architecture and cell behaviour.

本研究旨在评估聚乙烯醇(PVA)模具的使用,利用自下而上的组织工程(TE)方法制造含细胞的水凝胶支架。为此,对不同的明胶衍生物进行了功能化,并研究了它们的物理凝胶行为。改性重组胶原肽(RCPhC1)材料的粘度低于动物明胶,因此不适合用于基于挤压的3D打印。因此,我们探索了使用水溶性聚乙烯醇模具进行间接印刷,该模具具有良好的水溶性、生物相容性和透光性。所获得的支架显示出计算机辅助设计/计算机辅助制造(CAD/CAM)模拟度为~ 110%,质量膨胀比(4-24)适合软TE应用。获得了与天然脂肪组织一致的力学性能(杨氏模量0.8 ~ 2 kPa)。在14天的评估期内,细胞存活率仍然很高(>80%),表明支架内包封的脂肪组织源性干细胞(ASCs)的生物相容性良好,无论应用的水凝胶材料是明胶-甲基丙烯(Gel-MA),明胶降冰片烯/硫代明胶(Gel-NB/SH), RCPhC1-MA和RCPhC1-NB/SH。总之,PVA模具可以用来塑造明胶衍生物,同时确保细胞相容性。因此,可以克服粘度方面的挑战,从而实现低粘度(
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引用次数: 0
Molar Mass Dependent Polymorph Selection of Polybutene-1 Under Compressed CO2. 压缩CO2条件下聚丁烯-1的摩尔质量依赖性多晶型选择
IF 4.3 3区 化学 Q2 POLYMER SCIENCE Pub Date : 2026-01-20 DOI: 10.1002/marc.202500952
Dong Lyu, Ying Lu, Patrick C Lee, Xiao Yang, Cenhui Han, Yongfeng Men

Isotactic polybutene-1 (PB-1) shows peculiar crystallization behavior during crystallization from the melt, the metastable form II is always obtained. During aging at room temperature, the metastable crystals further undergo a solid-solid transition into the stable form I with a corresponding change in volume. Therefore, direct formation of the stable crystalline form I' in PB-1 has attracted significant attention in research. In this work, we report a molar mass (Mw) dependency of polymorph selection in PB-1 under compressed carbon dioxide (CO2). PB-1 with a lower Mw exhibited a larger fraction of form II than the higher Mw PB-1 at the same CO2 pressure, and the former required a higher pressure to completely suppress the formation of form II. It was shown that differences in chain morphologies in the formed crystals played a decisive role in polymorph selection. PB-1 with a lower Mw crystallized into form II with chain-extended crystals, whereas PB-1 with a higher Mw crystallized into form II with folded-chain crystals. A lower nucleation free energy barrier was expected in the former than in the latter, weakening the suppression of form II in a lower Mw PB-1 under compressed CO2.

等规聚丁烯-1 (PB-1)在熔融结晶过程中表现出特殊的结晶行为,总是得到亚稳型II。在室温时效过程中,亚稳态晶体进一步由固-固转变为稳定形态I,体积也发生相应的变化。因此,在PB-1中直接形成稳定的晶型I'引起了研究的极大关注。在这项工作中,我们报告了压缩二氧化碳(CO2)下PB-1中多晶选择的摩尔质量(Mw)依赖性。在相同的CO2压力下,低Mw的PB-1比高Mw的PB-1表现出更大的形式II的比例,并且前者需要更高的压力才能完全抑制形式II的形成。结果表明,形成的晶体中链形态的差异在多晶选择中起决定性作用。当Mw值较低时,PB-1结晶为II型延伸链晶体,而当Mw值较高时,PB-1结晶为II型折叠链晶体。前者的成核自由能垒比后者低,这削弱了在压缩CO2下较低Mw PB-1对II型的抑制作用。
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引用次数: 0
Detection of the Difference in Local Chain Conformation Between Cyclic and Linear Oligomers in Solution: An X-Ray Scattering Study on Oligo(dimethylsiloxane)s in Bromocyclohexane. 溶液中环状和线性低聚物局部链构象差异的检测:溴环己烷中低聚二甲基硅氧烷的x射线散射研究。
IF 4.3 3区 化学 Q2 POLYMER SCIENCE Pub Date : 2026-01-20 DOI: 10.1002/marc.202500752
Akiyuki Ryoki, Naohiro Osanai, Daichi Ida
<p><p>The particle scattering functions <math> <semantics><mrow><mi>P</mi> <mo>(</mo> <mi>k</mi> <mo>)</mo></mrow> <annotation>$P(k)$</annotation></semantics> </math> as functions of the magnitude <math><semantics><mi>k</mi> <annotation>$k$</annotation></semantics> </math> of the scattering vector for cyclic and linear oligo(dimethylsiloxane)s were measured in bromocyclohexane at 29.5 <math> <semantics> <mrow><msup><mrow></mrow> <mo>∘</mo></msup> <mi>C</mi></mrow> <annotation>$^{circ }{rm C}$</annotation></semantics> </math> . A significant difference was observed in <math> <semantics><mrow><mi>P</mi> <mo>(</mo> <mi>k</mi> <mo>)</mo></mrow> <annotation>$P(k)$</annotation></semantics> </math> between the cyclic and linear samples, both with the degree of polymerization <math><semantics><mi>x</mi> <annotation>$x$</annotation></semantics> </math> equal to 5, in the range of <math> <semantics><mrow><mi>k</mi> <mo>≳</mo></mrow> <annotation>$k gtrsim$</annotation></semantics> </math> 0.4 <math> <semantics><msup><mi>Å</mi> <mrow><mo>-</mo> <mn>1</mn></mrow> </msup> <annotation>$text{AA}^{-1}$</annotation></semantics> </math> , while <math> <semantics><mrow><mi>P</mi> <mo>(</mo> <mi>k</mi> <mo>)</mo></mrow> <annotation>$P(k)$</annotation></semantics> </math> for the cyclic and linear samples of <math> <semantics><mrow><mi>x</mi> <mo>=</mo> <mn>5</mn></mrow> <annotation>$x = 5$</annotation></semantics> </math> almost coincide with each other in the range of <math> <semantics><mrow><mi>k</mi> <mo>≲</mo></mrow> <annotation>$k lesssim$</annotation></semantics> </math> 0.4 <math> <semantics><msup><mi>Å</mi> <mrow><mo>-</mo> <mn>1</mn></mrow> </msup> <annotation>$text{AA}^{-1}$</annotation></semantics> </math> . The behavior of <math> <semantics><mrow><mi>P</mi> <mo>(</mo> <mi>k</mi> <mo>)</mo></mrow> <annotation>$P(k)$</annotation></semantics> </math> for the cyclic sample of <math> <semantics><mrow><mi>x</mi> <mo>=</mo> <mn>9</mn></mrow> <annotation>$x = 9$</annotation></semantics> </math> is almost the same as that for the cyclic sample of <math> <semantics><mrow><mi>x</mi> <mo>=</mo> <mn>5</mn></mrow> <annotation>$x =5$</annotation></semantics> </math> for <math> <semantics><mrow><mi>k</mi> <mo>≳</mo></mrow> <annotation>$k gtrsim$</annotation></semantics> </math> 0.4 <math> <semantics><msup><mi>Å</mi> <mrow><mo>-</mo> <mn>1</mn></mrow> </msup> <annotation>$text{AA}^{-1}$</annotation></semantics> </math> . These results indicate that the difference in the local chain conformation between cyclic and linear chains is detectable by examining the behavior of <math> <semantics><mrow><mi>P</mi> <mo>(</mo> <mi>k</mi> <mo>)</mo></mrow> <annotation>$P(k)$</annotation></semantics> </math> even in the case of oligomers. However, the analysis of <math> <semantics><mrow><mi>P</mi> <mo>(</mo> <mi>k</mi> <mo>)</mo></mrow> <annotation>$P(k)$</annotation></semantics> </math> using either a coarse-grained model or full-atom molecular structures in vacuum, both having been co
在29.5°C $^{circ}{rm C}$时,在溴环己烷中测量了环状和线性低聚(二甲基硅氧烷)s的粒子散射函数P(k)$ P(k)$作为散射矢量k$ k$量级的函数。中可观察到显著性差异P (k) P (k)美元之间的循环和线性样本,都与聚合度x x等于5美元,在k≳$ k gtrsim $ 0.4 - 1 $ 文本{ AA} ^{1} $,而P P (k)美元(k)的循环和线性样本x = 5 $ x = 5美元几乎相互配合的k≲$ k lesssim $ 0.4 - 1 $ 文本{ AA} ^{1} $。对于x = 9$ x = 9$的循环样本P(k)$ P(k)$的行为与对于k≤$k gtrsim$ 0.4 Å -1 $text{AA}^{-1}$的x =5$的循环样本P(k)$ P(k)$的行为几乎相同。这些结果表明,即使在低聚物的情况下,通过检查P(k)$ P(k)$的行为,也可以检测到环链和线性链之间局部链构象的差异。然而,用文献中常用的粗粒度模型或真空中全原子分子结构来分析P(k)$ P(k)$并不适用于目前的实验数据。这一结果表明,在分析此类小环链的P(k)$ P(k)$时,必须考虑溶质-溶剂干扰。
{"title":"Detection of the Difference in Local Chain Conformation Between Cyclic and Linear Oligomers in Solution: An X-Ray Scattering Study on Oligo(dimethylsiloxane)s in Bromocyclohexane.","authors":"Akiyuki Ryoki, Naohiro Osanai, Daichi Ida","doi":"10.1002/marc.202500752","DOIUrl":"https://doi.org/10.1002/marc.202500752","url":null,"abstract":"&lt;p&gt;&lt;p&gt;The particle scattering functions &lt;math&gt; &lt;semantics&gt;&lt;mrow&gt;&lt;mi&gt;P&lt;/mi&gt; &lt;mo&gt;(&lt;/mo&gt; &lt;mi&gt;k&lt;/mi&gt; &lt;mo&gt;)&lt;/mo&gt;&lt;/mrow&gt; &lt;annotation&gt;$P(k)$&lt;/annotation&gt;&lt;/semantics&gt; &lt;/math&gt; as functions of the magnitude &lt;math&gt;&lt;semantics&gt;&lt;mi&gt;k&lt;/mi&gt; &lt;annotation&gt;$k$&lt;/annotation&gt;&lt;/semantics&gt; &lt;/math&gt; of the scattering vector for cyclic and linear oligo(dimethylsiloxane)s were measured in bromocyclohexane at 29.5 &lt;math&gt; &lt;semantics&gt; &lt;mrow&gt;&lt;msup&gt;&lt;mrow&gt;&lt;/mrow&gt; &lt;mo&gt;∘&lt;/mo&gt;&lt;/msup&gt; &lt;mi&gt;C&lt;/mi&gt;&lt;/mrow&gt; &lt;annotation&gt;$^{circ }{rm C}$&lt;/annotation&gt;&lt;/semantics&gt; &lt;/math&gt; . A significant difference was observed in &lt;math&gt; &lt;semantics&gt;&lt;mrow&gt;&lt;mi&gt;P&lt;/mi&gt; &lt;mo&gt;(&lt;/mo&gt; &lt;mi&gt;k&lt;/mi&gt; &lt;mo&gt;)&lt;/mo&gt;&lt;/mrow&gt; &lt;annotation&gt;$P(k)$&lt;/annotation&gt;&lt;/semantics&gt; &lt;/math&gt; between the cyclic and linear samples, both with the degree of polymerization &lt;math&gt;&lt;semantics&gt;&lt;mi&gt;x&lt;/mi&gt; &lt;annotation&gt;$x$&lt;/annotation&gt;&lt;/semantics&gt; &lt;/math&gt; equal to 5, in the range of &lt;math&gt; &lt;semantics&gt;&lt;mrow&gt;&lt;mi&gt;k&lt;/mi&gt; &lt;mo&gt;≳&lt;/mo&gt;&lt;/mrow&gt; &lt;annotation&gt;$k gtrsim$&lt;/annotation&gt;&lt;/semantics&gt; &lt;/math&gt; 0.4 &lt;math&gt; &lt;semantics&gt;&lt;msup&gt;&lt;mi&gt;Å&lt;/mi&gt; &lt;mrow&gt;&lt;mo&gt;-&lt;/mo&gt; &lt;mn&gt;1&lt;/mn&gt;&lt;/mrow&gt; &lt;/msup&gt; &lt;annotation&gt;$text{AA}^{-1}$&lt;/annotation&gt;&lt;/semantics&gt; &lt;/math&gt; , while &lt;math&gt; &lt;semantics&gt;&lt;mrow&gt;&lt;mi&gt;P&lt;/mi&gt; &lt;mo&gt;(&lt;/mo&gt; &lt;mi&gt;k&lt;/mi&gt; &lt;mo&gt;)&lt;/mo&gt;&lt;/mrow&gt; &lt;annotation&gt;$P(k)$&lt;/annotation&gt;&lt;/semantics&gt; &lt;/math&gt; for the cyclic and linear samples of &lt;math&gt; &lt;semantics&gt;&lt;mrow&gt;&lt;mi&gt;x&lt;/mi&gt; &lt;mo&gt;=&lt;/mo&gt; &lt;mn&gt;5&lt;/mn&gt;&lt;/mrow&gt; &lt;annotation&gt;$x = 5$&lt;/annotation&gt;&lt;/semantics&gt; &lt;/math&gt; almost coincide with each other in the range of &lt;math&gt; &lt;semantics&gt;&lt;mrow&gt;&lt;mi&gt;k&lt;/mi&gt; &lt;mo&gt;≲&lt;/mo&gt;&lt;/mrow&gt; &lt;annotation&gt;$k lesssim$&lt;/annotation&gt;&lt;/semantics&gt; &lt;/math&gt; 0.4 &lt;math&gt; &lt;semantics&gt;&lt;msup&gt;&lt;mi&gt;Å&lt;/mi&gt; &lt;mrow&gt;&lt;mo&gt;-&lt;/mo&gt; &lt;mn&gt;1&lt;/mn&gt;&lt;/mrow&gt; &lt;/msup&gt; &lt;annotation&gt;$text{AA}^{-1}$&lt;/annotation&gt;&lt;/semantics&gt; &lt;/math&gt; . The behavior of &lt;math&gt; &lt;semantics&gt;&lt;mrow&gt;&lt;mi&gt;P&lt;/mi&gt; &lt;mo&gt;(&lt;/mo&gt; &lt;mi&gt;k&lt;/mi&gt; &lt;mo&gt;)&lt;/mo&gt;&lt;/mrow&gt; &lt;annotation&gt;$P(k)$&lt;/annotation&gt;&lt;/semantics&gt; &lt;/math&gt; for the cyclic sample of &lt;math&gt; &lt;semantics&gt;&lt;mrow&gt;&lt;mi&gt;x&lt;/mi&gt; &lt;mo&gt;=&lt;/mo&gt; &lt;mn&gt;9&lt;/mn&gt;&lt;/mrow&gt; &lt;annotation&gt;$x = 9$&lt;/annotation&gt;&lt;/semantics&gt; &lt;/math&gt; is almost the same as that for the cyclic sample of &lt;math&gt; &lt;semantics&gt;&lt;mrow&gt;&lt;mi&gt;x&lt;/mi&gt; &lt;mo&gt;=&lt;/mo&gt; &lt;mn&gt;5&lt;/mn&gt;&lt;/mrow&gt; &lt;annotation&gt;$x =5$&lt;/annotation&gt;&lt;/semantics&gt; &lt;/math&gt; for &lt;math&gt; &lt;semantics&gt;&lt;mrow&gt;&lt;mi&gt;k&lt;/mi&gt; &lt;mo&gt;≳&lt;/mo&gt;&lt;/mrow&gt; &lt;annotation&gt;$k gtrsim$&lt;/annotation&gt;&lt;/semantics&gt; &lt;/math&gt; 0.4 &lt;math&gt; &lt;semantics&gt;&lt;msup&gt;&lt;mi&gt;Å&lt;/mi&gt; &lt;mrow&gt;&lt;mo&gt;-&lt;/mo&gt; &lt;mn&gt;1&lt;/mn&gt;&lt;/mrow&gt; &lt;/msup&gt; &lt;annotation&gt;$text{AA}^{-1}$&lt;/annotation&gt;&lt;/semantics&gt; &lt;/math&gt; . These results indicate that the difference in the local chain conformation between cyclic and linear chains is detectable by examining the behavior of &lt;math&gt; &lt;semantics&gt;&lt;mrow&gt;&lt;mi&gt;P&lt;/mi&gt; &lt;mo&gt;(&lt;/mo&gt; &lt;mi&gt;k&lt;/mi&gt; &lt;mo&gt;)&lt;/mo&gt;&lt;/mrow&gt; &lt;annotation&gt;$P(k)$&lt;/annotation&gt;&lt;/semantics&gt; &lt;/math&gt; even in the case of oligomers. However, the analysis of &lt;math&gt; &lt;semantics&gt;&lt;mrow&gt;&lt;mi&gt;P&lt;/mi&gt; &lt;mo&gt;(&lt;/mo&gt; &lt;mi&gt;k&lt;/mi&gt; &lt;mo&gt;)&lt;/mo&gt;&lt;/mrow&gt; &lt;annotation&gt;$P(k)$&lt;/annotation&gt;&lt;/semantics&gt; &lt;/math&gt; using either a coarse-grained model or full-atom molecular structures in vacuum, both having been co","PeriodicalId":205,"journal":{"name":"Macromolecular Rapid Communications","volume":" ","pages":"e00752"},"PeriodicalIF":4.3,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146007917","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Machine Learning Assisted Prediction of Recovered Angle of Carbon Fiber Reinforced Shape Memory Epoxy Carbon Composites. 碳纤维增强形状记忆环氧碳复合材料恢复角的机器学习辅助预测。
IF 4.3 3区 化学 Q2 POLYMER SCIENCE Pub Date : 2026-01-20 DOI: 10.1002/marc.202500962
Mehrab Hasan, Iman Ghamarian, Yingtao Liu

Shape memory polymers and their composites are promising smart materials for a wide range of applications associated with smart material-based actuators. Carbon fiber-reinforced shape memory epoxy composites can enable electroactive shape recovery via Joule heating, offering precise, remote-controlled actuation. However, predicting time-dependent recovery behavior across varying current levels remains challenging due to limited experimental data. This study presents an overfitting-aware machine learning framework for predicting shape recovery angles of the shape memory epoxy composites activated by Joule heating as a function of time and applied current. Four regression algorithms: Random Forest (RF), Support Vector Regression (SVR), Regularized Polynomial, and Gaussian Process Regression (GPR) are considered for constructing the shape memory recovery angle prediction algorithm. In the models, overfitting constraints are integrated into Bayesian hyperparameter optimization using a hybrid objective function that penalizes excessive generalization gaps. Stratified fivefold cross-validation ensures balanced current distribution across folds. Results demonstrate that kernel-based methods outperform tree ensembles: SVR achieves the highest accuracy with controlled generalization (R2 = 0.944) while RF exhibits limited effectiveness (R2 = 0.842), confirming tree-based methods are less suitable for small, smooth datasets. SVR provides optimal accuracy-generalization balance for reliable engineering predictions.

形状记忆聚合物及其复合材料是一种很有前途的智能材料,可以广泛应用于基于智能材料的执行器。碳纤维增强形状记忆环氧复合材料可以通过焦耳加热实现电活性形状恢复,提供精确的远程控制驱动。然而,由于实验数据有限,预测不同当前水平下随时间变化的恢复行为仍然具有挑战性。本研究提出了一个过度拟合感知的机器学习框架,用于预测焦耳加热激活的形状记忆环氧复合材料的形状恢复角作为时间和施加电流的函数。在构建形状记忆恢复角预测算法时,考虑了随机森林(RF)、支持向量回归(SVR)、正则化多项式(regularization Polynomial)和高斯过程回归(GPR)四种回归算法。在模型中,使用混合目标函数将过拟合约束集成到贝叶斯超参数优化中,以惩罚过大的泛化差距。分层的五重交叉验证确保了电流在折叠间的平衡分布。结果表明,基于核的方法优于树集成方法:在控制泛化的情况下,SVR的准确率最高(R2 = 0.944),而RF的有效性有限(R2 = 0.842),这表明基于树的方法不太适合小而光滑的数据集。SVR为可靠的工程预测提供了最佳的精度-泛化平衡。
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引用次数: 0
Orthogonal Staggered Alignment of Molecular Chains in Aramid Whiskers: A Game-Changer for Sustainable, High-Performance Composites. 芳纶晶须分子链的正交交错排列:可持续、高性能复合材料的游戏规则改变者。
IF 4.3 3区 化学 Q2 POLYMER SCIENCE Pub Date : 2026-01-20 DOI: 10.1002/marc.202500919
Satoshi Okamoto, Justin Llandro, Andrew Gibbons, Mohamed Arfaoui, Daisuke Hashizume, Junji Watanabe

We report the first discovery of polymer single crystal whiskers with a fundamentally unprecedented architecture: prismatic poly(p-benzamide) (PBA) whiskers with practical dimensions (∼17 µm length, ∼1 µm width, ∼0.5 µm thickness). Within these whiskers, polymer chains are oriented perpendicular to the long axis while maintaining high crystallinity. This morphology diverges from conventional lamellar structures, representing a new class of staggered polymer crystalline architecture where adjacent chains interpenetrate without layered periodicity. The configuration exposes chain ends at whisker surfaces, significantly enhancing dispersibility in organic solvents and polymer matrices due to the high-energy surface. Composites incorporating these whiskers exhibit uniform microstructures, exceptional thermal stability, and high modulus. PBA whiskers offer a lightweight, organic alternative to traditional inorganic fillers. These findings not only introduce a sustainable strategy but also redefine structural design principles in polymer crystallography for high-performance materials via self-organization pathways.

我们首次发现了具有前所未有结构的聚合物单晶晶须:具有实用尺寸(长~ 17 μ m,宽~ 1 μ m,厚~ 0.5 μ m)的棱柱状聚(对苯酰胺)(PBA)晶须。在这些晶须中,聚合物链垂直于长轴定向,同时保持高结晶度。这种形态与传统的层状结构不同,代表了一种新的交错聚合物晶体结构,其中相邻链相互渗透而没有层状周期性。这种结构使链端暴露在晶须表面,由于表面高能,显著提高了在有机溶剂和聚合物基体中的分散性。含有这些晶须的复合材料具有均匀的微观结构、优异的热稳定性和高模量。PBA晶须为传统的无机填料提供了一种轻量级的有机替代品。这些发现不仅引入了一种可持续的策略,而且通过自组织途径重新定义了高性能材料聚合物晶体学的结构设计原则。
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引用次数: 0
Bioinspired, Guanidinium, and Indole Modified Poly(glycidyl ether)s as Highly Efficient Vectors for Polyplex-Mediated Gene Delivery. 生物启发,胍和吲哚修饰聚缩水甘油酯醚作为多聚体介导的基因传递的高效载体。
IF 4.3 3区 化学 Q2 POLYMER SCIENCE Pub Date : 2026-01-18 DOI: 10.1002/marc.202500873
Markus Kötzsche, Andreas Dzierza, Lennert Sölter, Jan Egger, Kjell Cornelis, Andreas Stihl, Felix H Schacher, Dagmar Fischer, Kalina Peneva

Allyl glycidyl ether and 2-methoxyethyl glycidyl ether were copolymerized via anionic ring-opening polymerization and subsequently functionalized with guanidinium and indole groups through a post-polymerization thiol-ene reaction. This modular approach yielded eight polymers with systematically varied hydrophilic-hydrophobic balance, carrying 50-92 mol% guanidinium and 0-22 mol% indole. The polymers featured molar masses between 10.1 and 15.7 kg/mol with a dispersity of around 1.3. Polyplexes were formulated using plasmid DNA and characterized with respect to their physicochemical properties including DNA binding affinity, surface charge, and particle size as well as their transfection efficiencies and polymer in vitro cytotoxicity. All polymers were able to form stable complexes and protected their cargo against enzymatic degradation. An additional hydrophilic monomer did not influence physicochemical characteristics, but increased polymer cytotoxicity. Transfection studies in CHO-K1 cells revealed a strong dependence on polymer hydrophobicity: polymers with medium indole content outperformed both more hydrophilic and more hydrophobic analogues, reaching efficiencies above the gold standard poly(ethylene imine). These results underline the critical role of balancing hydrophilic and hydrophobic groups in side-chain functionalized poly(glycidyl ether)s for safe and effective gene delivery.

烯丙基缩水甘油醚和2-甲氧基乙基缩水甘油醚通过阴离子开环聚合共聚,聚合后通过巯基反应被胍基和吲哚官能团官能团化。这种模块化方法产生了8种具有系统变化的亲疏水平衡的聚合物,携带50-92 mol%的胍和0-22 mol%的吲哚。聚合物的摩尔质量在10.1 ~ 15.7 kg/mol之间,分散度约为1.3。用质粒DNA配制了多聚物,并对其理化性质进行了表征,包括DNA结合亲和力、表面电荷、颗粒大小、转染效率和体外细胞毒性。所有的聚合物都能够形成稳定的复合物,并保护它们的货物免受酶的降解。一个额外的亲水性单体不影响物理化学特性,但增加了聚合物的细胞毒性。CHO-K1细胞的转染研究揭示了对聚合物疏水性的强烈依赖:具有中等吲哚含量的聚合物优于更亲水和更疏水的类似物,达到高于金标准聚乙烯亚胺的效率。这些结果强调了平衡侧链功能化聚缩水甘油酯中亲疏水基团对于安全有效的基因传递的关键作用。
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引用次数: 0
Doping-Free Polymer Nanoparticle Engineering of n-Type Organic Mixed Ion-Electron Conductors for Enhancement-Mode Organic Electrochemical Transistors. 用于增强型有机电化学晶体管的n型有机混合离子-电子导体的无掺杂聚合物纳米颗粒工程。
IF 4.3 3区 化学 Q2 POLYMER SCIENCE Pub Date : 2026-01-18 DOI: 10.1002/marc.202500876
Shunsuke Yamamoto, Katsumi Abe, Masaya Mitsuishi

Organic electrochemical transistors (OECTs) offer unique advantages for bioelectronic and neuromorphic applications. The development of n-type enhancement-mode devices is essential for creating complementary circuits and low-power, bidirectional bioelectronic platforms. However, progress in this area has been hindered by the challenges associated with processing suitable n-type polymers. Here, we present a nanoparticle-based processing strategy for the ladder polymer poly(benzimidazobenzophenanthroline) (BBL). This n-type mixed conductor is soluble only in strong acids, which hinders straightforward fabrication. BBL nanoparticles are obtained by reprecipitation with an anionic surfactant, and systematic analysis reveals a particle-number-controlled scaling law, in which surfactant concentration and the polymer-to-surfactant ratio govern stabilization. Films prepared from these dispersions further underscore the importance of nanoparticle assembly: spray-coating yields dense, interconnected networks with markedly higher electrochemical activity than the porous films obtained by the filtration-transfer method. The spray-coated BBL films operate in enhancement mode, exhibiting efficient switching in the subthreshold regime while remaining non-conductive at zero gate bias. This work establishes a scalable route to n-type enhancement-mode OECTs, thereby broadening the foundation for next-generation bioelectronic and neuromorphic systems.

有机电化学晶体管(OECTs)在生物电子学和神经形态学应用中具有独特的优势。n型增强模式器件的发展对于创建互补电路和低功耗、双向生物电子平台至关重要。然而,这一领域的进展一直受到与加工合适的n型聚合物相关的挑战的阻碍。在这里,我们提出了一种基于纳米粒子的阶梯聚合物聚(苯并咪唑苯并菲罗啉)(BBL)的加工策略。这种n型混合导体只能在强酸中溶解,这阻碍了直接制造。通过阴离子表面活性剂的再沉淀得到BBL纳米颗粒,系统分析表明,表面活性剂浓度和聚合物与表面活性剂的比例决定了BBL纳米颗粒的稳定性。由这些分散体制备的膜进一步强调了纳米颗粒组装的重要性:与通过过滤转移方法获得的多孔膜相比,喷涂涂层产生致密、相互连接的网络,具有明显更高的电化学活性。喷涂的BBL薄膜在增强模式下工作,在亚阈值状态下表现出有效的开关,同时在零栅极偏置下保持不导电。这项工作为n型增强模式OECTs建立了一条可扩展的途径,从而拓宽了下一代生物电子和神经形态系统的基础。
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引用次数: 0
Polymeric Janus Colloids Enable a New Paradigm of Spatially Confined Enzymes in Pickering Interfacial Catalysis. 聚合Janus胶体在皮克林界面催化中实现了空间限制酶的新范式。
IF 4.3 3区 化学 Q2 POLYMER SCIENCE Pub Date : 2026-01-18 DOI: 10.1002/marc.202500869
Siga Jia, Zishan Tu, Liangzhi Hong

Precise spatial confinement of enzymes at oil-water interfaces offers an elegant strategy to enhance biphasic catalysis yet achieving robust and recyclable interfacial assemblies remains challenging. Here, we introduce an amphiphilic polymeric Janus particle platform that enables lipases to preferentially localize at interfaces, thereby achieving efficient Pickering interfacial catalysis (PIC). Crosslinked poly(hydroxypropyl methacrylate) colloids bearing surface carboxylic acid groups were synthesized via RAFT-mediated heterogeneous copolymerization and further transformed into snowman-shaped Janus particles through seeded emulsion polymerization. The resulting amphiphilic Janus colloids possess distinct hydrophilic-hydrophobic domains that facilitate both enzyme anchoring and emulsion stabilization. Candida rugosa lipase (CRL) immobilized on these particles exhibited strong interfacial activity, achieving enhanced catalytic efficiency, thermal stability, and recyclability compared to free CRL. The present work suggests that enzyme immobilization on Janus colloids is a promising approach to advance next-generation PIC.

在油水界面上对酶进行精确的空间限制为增强双相催化提供了一种优雅的策略,但实现稳健和可回收的界面组装仍然具有挑战性。在这里,我们引入了一种两亲性聚合物Janus粒子平台,使脂肪酶优先定位在界面上,从而实现高效的皮克林界面催化(PIC)。通过raft介导的非均相共聚合成了表面含有羧基的交联聚甲基丙烯酸羟丙酯胶体,并通过种子乳液聚合转化为雪人形状的Janus颗粒。由此产生的两亲性Janus胶体具有不同的亲疏水结构域,有利于酶锚定和乳液稳定。固定化的念珠菌脂肪酶(CRL)具有较强的界面活性,与游离的CRL相比,具有更高的催化效率、热稳定性和可回收性。目前的工作表明,在Janus胶体上固定化酶是一种很有前途的方法来推进下一代PIC。
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引用次数: 0
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Macromolecular Rapid Communications
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