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Active Learning Guided Optimization of Frontal Ring-Opening Metathesis Polymerization via Alkylidene Modification
IF 5.8 Q1 POLYMER SCIENCE Pub Date : 2025-04-11 DOI: 10.1021/acsmacrolett.5c00136
Ignacio Arretche, Jacob J. Lessard, Parmeet Kaur, Mya G. Mills, Abbie J. Kim, Hannah J. Liu, Julian C. Cooper, Randy H. Ewoldt, Jeffrey S. Moore, Sameh Tawfick
Frontal ring-opening metathesis polymerization (FROMP) offers an energy-efficient method for manufacturing high-performance thermoset resins. However, the background reaction attributed to ring-opening metathesis polymerization (ROMP) results in a complex trade-off between the resin shelf life─necessary for practical manufacturability─and the front velocity. Here, we study the influence of alkylidene ligand selection in Grubbs’ second-generation Ru-initiators on the kinetics of FROMP and background ROMP. We reveal that ligand identity differentially affects FROMP and background ROMP reactivity, enabling tunable control over pot life and front speed. Leveraging this insight, we use active learning with multiobjective Bayesian optimization to efficiently explore the FROMP resin design space and identify superior resin formulations. This work advances the rational design of FROMP resins, expanding the range of accessible formulations and accelerating the discovery of high-performance materials for energy-efficient manufacturing applications.
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引用次数: 0
Correction to “Strategy for Fabricating Multiple-Shape Memory Polymeric Materials Based on Solid State Mixing”
IF 5.8 Q1 POLYMER SCIENCE Pub Date : 2025-04-07 DOI: 10.1021/acsmacrolett.5c00158
Salim-Ramy Merouani, Roman Kulagin, Vladislav Bondarenko, Ramin Hosseinnezhad, Fahmi Zaïri, Iurii Vozniak
The following author emails should have been included in the original paper: Salim-Ramy Merouani: salim.merouani@edu.uni.lodz.pl. Ramin Hosseinnezhad: ramin.hosseinnezhad@cbmm.lodz.pl. Roman Kulagin: roman.kulagin@kit.edu. Fahmi Zaïri: fahmi.zairi@polytech-lille.fr. In the original paper, authors Ramin Hosseinnezhad and Iurii Vozniak had the following affiliation: The Bio-Med-Chem Doctoral School of the University of Lodz and Lodz Institutes of the Polish Academy of Sciences, Lodz 90-237, Poland. That affiliation is corrected to the following: Centre of Molecular and Macromolecular Studies, Polish Academy of Sciences, Lodz 90363, Poland This article has not yet been cited by other publications.
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引用次数: 0
Correction to “Strategy for Fabricating Multiple-Shape Memory Polymeric Materials Based on Solid State Mixing” 对 "基于固态混合的多形状记忆聚合物材料制造策略 "的更正
IF 5.1 Q1 POLYMER SCIENCE Pub Date : 2025-04-07 DOI: 10.1021/acsmacrolett.5c0015810.1021/acsmacrolett.5c00158
Salim-Ramy Merouani, Roman Kulagin, Vladislav Bondarenko, Ramin Hosseinnezhad, Fahmi Zaïri and Iurii Vozniak*, 
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引用次数: 0
Star Polymer Network Elastomer with Reconfigurable Network Structure via Covalent Bond Exchange through Olefin Metathesis
IF 5.8 Q1 POLYMER SCIENCE Pub Date : 2025-04-02 DOI: 10.1021/acsmacrolett.5c00135
Renan Sasaki, Naoko Yoshie, Shintaro Nakagawa
A covalent adaptable network (CAN) elastomer with a well-defined network structure was fabricated by end-linking monodisperse star polymers via associative dynamic covalent bonds (DCBs). Monodisperse 4-arm star-shaped polyesters with vinyl end groups were synthesized and end-linked by an olefin metathesis reaction, yielding an elastomer with a uniform chain length between cross-links. The well-defined network structure endowed the elastomer with good mechanical properties. The remaining C═C bonds in the network could exchange via olefin metathesis, rendering the network structure reconfigurable. As a result, the elastomer showed stress relaxation and was thermally reprocessable. Moreover, the elastomer was chemically degradable into un-cross-linked polymers under mild conditions through C═C bond exchange. This study demonstrates mechanical robustness and dynamicity in rubbery materials through the combination of a well-defined network structure and associative DCBs.
通过关联动态共价键(DCB)端接单分散星形聚合物,制造出了一种具有明确网络结构的共价适应性网络(CAN)弹性体。通过烯烃偏析反应合成了带有乙烯基端基的单分散 4 臂星形聚酯并进行端接,从而获得了一种交联间链长均匀的弹性体。清晰的网络结构赋予了这种弹性体良好的机械性能。网络中剩余的 C═C 键可通过烯烃偏聚反应进行交换,从而使网络结构可重新配置。因此,这种弹性体表现出应力松弛,并可进行热再加工。此外,在温和的条件下,通过 C═C 键交换,该弹性体还可化学降解为未交联的聚合物。这项研究通过明确定义的网络结构和关联性 DCB 的结合,证明了橡胶材料的机械稳健性和动态性。
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引用次数: 0
Star Polymer Network Elastomer with Reconfigurable Network Structure via Covalent Bond Exchange through Olefin Metathesis 通过烯烃嵌段共价键交换实现具有可重构网络结构的星形聚合物网络弹性体
IF 5.1 Q1 POLYMER SCIENCE Pub Date : 2025-04-02 DOI: 10.1021/acsmacrolett.5c0013510.1021/acsmacrolett.5c00135
Renan Sasaki, Naoko Yoshie and Shintaro Nakagawa*, 

A covalent adaptable network (CAN) elastomer with a well-defined network structure was fabricated by end-linking monodisperse star polymers via associative dynamic covalent bonds (DCBs). Monodisperse 4-arm star-shaped polyesters with vinyl end groups were synthesized and end-linked by an olefin metathesis reaction, yielding an elastomer with a uniform chain length between cross-links. The well-defined network structure endowed the elastomer with good mechanical properties. The remaining C═C bonds in the network could exchange via olefin metathesis, rendering the network structure reconfigurable. As a result, the elastomer showed stress relaxation and was thermally reprocessable. Moreover, the elastomer was chemically degradable into un-cross-linked polymers under mild conditions through C═C bond exchange. This study demonstrates mechanical robustness and dynamicity in rubbery materials through the combination of a well-defined network structure and associative DCBs.

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引用次数: 0
Elastomer Mechanics of Cross-Linked Linear-Ring Polymer Blends
IF 5.8 Q1 POLYMER SCIENCE Pub Date : 2025-04-01 DOI: 10.1021/acsmacrolett.5c00095
Siteng Zhang, Thomas C. O’Connor, Gary S. Grest, Ting Ge
Cross-linking a blend of linear and ring polymers creates a new topology-based dual-network elastomer in which the two components differ significantly in their topology. We use molecular simulations and topological analysis to examine key mechanical properties as functions of ring polymer volume fraction ϕR. For ϕR < ϕR*, where the rings begin to overlap, the network shear modulus G and the maximum stretch ratio λp are weakly dependent on ϕR. For ϕR > ϕR*, entanglements trapped in the network are diluted as the rings overlap, leading to a significant decrease in G and an increase in λp with increasing ϕR. The peak tensile stress, σp, exhibits a maximum around ϕR*, indicating an enhancement of network strength due to the stronger cohesion from the entanglements between linear and ring polymers.
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引用次数: 0
Elastomer Mechanics of Cross-Linked Linear-Ring Polymer Blends
IF 5.1 Q1 POLYMER SCIENCE Pub Date : 2025-04-01 DOI: 10.1021/acsmacrolett.5c0009510.1021/acsmacrolett.5c00095
Siteng Zhang, Thomas C. O’Connor, Gary S. Grest and Ting Ge*, 

Cross-linking a blend of linear and ring polymers creates a new topology-based dual-network elastomer in which the two components differ significantly in their topology. We use molecular simulations and topological analysis to examine key mechanical properties as functions of ring polymer volume fraction ϕR. For ϕR < ϕR*, where the rings begin to overlap, the network shear modulus G and the maximum stretch ratio λp are weakly dependent on ϕR. For ϕR > ϕR*, entanglements trapped in the network are diluted as the rings overlap, leading to a significant decrease in G and an increase in λp with increasing ϕR. The peak tensile stress, σp, exhibits a maximum around ϕR*, indicating an enhancement of network strength due to the stronger cohesion from the entanglements between linear and ring polymers.

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引用次数: 0
Direct Measurements of Overlooked Long-Range Interactions near Zwitterionic and Nonionic Polymer Brushes 直接测量齐聚物和非离子聚合物刷附近被忽视的长程相互作用
IF 5.1 Q1 POLYMER SCIENCE Pub Date : 2025-03-31 DOI: 10.1021/acsmacrolett.5c0004310.1021/acsmacrolett.5c00043
Jiahao Wu, Feng Cao, Manjia Li, Wei Liu*, Kohji Ohno and To Ngai*, 

Current research on the antifouling mechanisms of “electrically neutral” polymer brushes predominantly emphasizes thermodynamically unfavorable short-range interactions. However, our study reveals the critical importance of long-range interactions. By utilizing zwitterionic poly(carboxybetaine methacrylate) (PCBMA) and nonionic poly[oligo(ethylene glycol) methyl ether methacrylate] (POEGMA) brushes as model systems, we employed total internal reflection microscopy (TIRM) to directly measure interactions with contaminants. Surprisingly, even seemingly neutral polymers exhibit significant electrostatic interactions with nearby contaminants─a fact that has been largely overlooked in this field. Our findings challenge the prevailing assumption of charge absence on surfaces grafted with antifouling polymer brushes and investigate how external stimuli (such as ionic strength and polymer conformation) affect these long-range interactions. In conclusion, this study presents a novel approach to exploring long-range interactions near polymer-grafted surfaces, offering valuable insights for the development of antifouling materials and biomedical applications in the future.

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引用次数: 0
Direct Measurements of Overlooked Long-Range Interactions near Zwitterionic and Nonionic Polymer Brushes
IF 5.8 Q1 POLYMER SCIENCE Pub Date : 2025-03-31 DOI: 10.1021/acsmacrolett.5c00043
Jiahao Wu, Feng Cao, Manjia Li, Wei Liu, Kohji Ohno, To Ngai
Current research on the antifouling mechanisms of “electrically neutral” polymer brushes predominantly emphasizes thermodynamically unfavorable short-range interactions. However, our study reveals the critical importance of long-range interactions. By utilizing zwitterionic poly(carboxybetaine methacrylate) (PCBMA) and nonionic poly[oligo(ethylene glycol) methyl ether methacrylate] (POEGMA) brushes as model systems, we employed total internal reflection microscopy (TIRM) to directly measure interactions with contaminants. Surprisingly, even seemingly neutral polymers exhibit significant electrostatic interactions with nearby contaminants─a fact that has been largely overlooked in this field. Our findings challenge the prevailing assumption of charge absence on surfaces grafted with antifouling polymer brushes and investigate how external stimuli (such as ionic strength and polymer conformation) affect these long-range interactions. In conclusion, this study presents a novel approach to exploring long-range interactions near polymer-grafted surfaces, offering valuable insights for the development of antifouling materials and biomedical applications in the future.
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引用次数: 0
Tailoring Diels–Alder Cross-Linked Liquid Crystal Elastomers for Spatially Programmable Monolithic Actuators
IF 5.8 Q1 POLYMER SCIENCE Pub Date : 2025-03-30 DOI: 10.1021/acsmacrolett.5c00117
Yue Liu, Qing Yang, Qing Liu, Jun-Bo Hou, Jing Zhao, Ying Zhang, Qiongyao Peng, Zhi-Chao Jiang, Yao-Yu Xiao, Hongbo Zeng
Liquid crystal elastomers with thermo-reversible Diels–Alder cross-links (DALCEs) offer exceptional reprocessability and mild-temperature reprogrammability, enabling repeated fabrication of diverse actuators. However, optimizing their molecular design and refabrication protocols remains crucial to further unlocking their potential. This work systematically investigates DALCEs synthesized via aza-Michael addition reactions between RM82, furfurylamine, and various chain extenders (phenylethylamine, ethylamine, butylamine, hexylamine, octylamine, and 6-amino-1-hexanol). The effects of cross-linking density and chain extender selection on phase behavior, thermomechanical properties, and actuation performance have been thoroughly examined. The results show that a PEA-based formulation with moderate cross-linking density achieves the most balanced performance. Based on this optimized formulation, a novel (re)fabrication strategy is introduced by harnessing DALCEs’ intrinsic reprocessability, reprogrammability, and self-healing properties. This strategy employs multilevel fiber programming before monolithic actuator formation, enabling spatially controlled liquid crystal alignment and facilitating iterative actuator refinement through reconstruction. Consequently, complex morphing behaviors in disk films and stress-modulating functions in tubular actuators were demonstrated. This work establishes a versatile, easily synthesized material platform for spatially programmable, dynamic monolithic actuators, paving the way for advanced applications in soft robotics and adaptive devices.
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ACS Macro Letters
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