Conductive Network Formation and Electrical Transport in Carbon-Nanotube-Filled Diblock Copolymers

IF 3.9 3区 化学 Q2 POLYMER SCIENCE
Journal of Polymer Science Pub Date : 2026-09-02 Epub Date: 2026-07-08 DOI:10.1002/pola.70241
A. I. Chervanyov
{"title":"Conductive Network Formation and Electrical Transport in Carbon-Nanotube-Filled Diblock Copolymers","authors":"A. I. Chervanyov","doi":"10.1002/pola.70241","DOIUrl":null,"url":null,"abstract":"<div>\n \n <p>We study the combined effects of microphase-selective localization and aggregation of carbon nanotubes (CNTs) on conductive network formation and electrical conductivity in CNT-filled, microphase-separated diblock copolymers (DBCs) with a lamellar morphology. Using a phase-field description of the DBC, we compute equilibrium order-parameter profiles and derive the immersion energies of CNTs whose interaction with the DBC is characterized by an adhesion parameter <span></span><math>\n \n <semantics>\n \n <mrow>\n \n <mi>γ</mi>\n </mrow>\n \n <annotation>\n$$ \\gamma $$\n</annotation>\n </semantics>\n </math>. These immersion energies are incorporated into Monte Carlo simulations of CNTs in the DBC system, in which steric repulsion is combined with an effective Hamaker-type attraction of strength <span></span><math>\n \n <semantics>\n \n <mrow>\n \n <mi>A</mi>\n </mrow>\n \n <annotation>\n$$ A $$\n</annotation>\n </semantics>\n </math> to model CNT bundling. Aggregation of CNTs is quantified via the bundle-size distribution <span></span><math>\n \n <semantics>\n \n <mrow>\n \n <mi>f</mi>\n \n <mfenced>\n \n <mi>s</mi>\n </mfenced>\n </mrow>\n \n <annotation>\n$$ f(s) $$\n</annotation>\n </semantics>\n </math>, defined as the fraction of CNTs contained in bundles of size <span></span><math>\n \n <semantics>\n \n <mrow>\n \n <mi>s</mi>\n </mrow>\n \n <annotation>\n$$ s $$\n</annotation>\n </semantics>\n </math>. Each simulated configuration is mapped onto a random resistor-network model to compute the composite conductivity. We find that increasing <span></span><math>\n \n <semantics>\n \n <mrow>\n \n <mi>γ</mi>\n </mrow>\n \n <annotation>\n$$ \\gamma $$\n</annotation>\n </semantics>\n </math> drives CNTs into the selective microphase, lowering the percolation threshold and enhancing conductivity at fixed CNT load. In contrast, attractive CNT–CNT interactions (<span></span><math>\n \n <semantics>\n \n <mrow>\n \n <mi>A</mi>\n \n <mo>&gt;</mo>\n \n <mn>0</mn>\n </mrow>\n \n <annotation>\n$$ A&gt;0 $$\n</annotation>\n </semantics>\n </math>) promote bundling, which suppresses conductivity at small filler concentrations. Overall, the results reveal a competition between localization-controlled connectivity and interaction-driven aggregation in determining electrical transport and suggest strategies to optimize conductivity by tuning the CNT–DBC adhesion and CNT–CNT cohesion.</p>\n </div>","PeriodicalId":16888,"journal":{"name":"Journal of Polymer Science","volume":"64 17","pages":"3579-3596"},"PeriodicalIF":3.9000,"publicationDate":"2026-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Polymer Science","FirstCategoryId":"92","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/pola.70241","RegionNum":3,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/7/8 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"POLYMER SCIENCE","Score":null,"Total":0}
引用次数: 0

Abstract

We study the combined effects of microphase-selective localization and aggregation of carbon nanotubes (CNTs) on conductive network formation and electrical conductivity in CNT-filled, microphase-separated diblock copolymers (DBCs) with a lamellar morphology. Using a phase-field description of the DBC, we compute equilibrium order-parameter profiles and derive the immersion energies of CNTs whose interaction with the DBC is characterized by an adhesion parameter γ $$ \gamma $$ . These immersion energies are incorporated into Monte Carlo simulations of CNTs in the DBC system, in which steric repulsion is combined with an effective Hamaker-type attraction of strength A $$ A $$ to model CNT bundling. Aggregation of CNTs is quantified via the bundle-size distribution f s $$ f(s) $$ , defined as the fraction of CNTs contained in bundles of size s $$ s $$ . Each simulated configuration is mapped onto a random resistor-network model to compute the composite conductivity. We find that increasing γ $$ \gamma $$ drives CNTs into the selective microphase, lowering the percolation threshold and enhancing conductivity at fixed CNT load. In contrast, attractive CNT–CNT interactions ( A > 0 $$ A>0 $$ ) promote bundling, which suppresses conductivity at small filler concentrations. Overall, the results reveal a competition between localization-controlled connectivity and interaction-driven aggregation in determining electrical transport and suggest strategies to optimize conductivity by tuning the CNT–DBC adhesion and CNT–CNT cohesion.

碳纳米管填充二嵌段共聚物的导电网络形成和电传输
我们研究了碳纳米管(CNTs)的微相选择性定位和聚集对碳纳米管填充的层状微相分离二嵌段共聚物(DBCs)的导电网络形成和电导率的综合影响。利用DBC的相场描述,我们计算了平衡顺序参数曲线,并推导出CNTs与DBC相互作用的浸没能量,其特征是粘附参数γ $$ \gamma $$。这些浸入能量被纳入到DBC体系中碳纳米管的蒙特卡罗模拟中,其中空间排斥力与强度为A $$ A $$的有效hamaker型吸引力相结合来模拟碳纳米管捆绑。碳纳米管的聚集通过碳纳米管束大小分布fs $$ f(s) $$进行量化。定义为大小为s的碳纳米管束中所含碳纳米管的比例$$ s $$。每个模拟配置被映射到一个随机电阻网络模型,以计算复合电导率。我们发现,增加γ $$ \gamma $$可以驱动碳纳米管进入选择性微相,降低渗透阈值,并在固定碳纳米管负载下提高电导率。相反,吸引碳纳米管-碳纳米管相互作用(A &gt; 0 $$ A>0 $$)促进成束,这抑制了小填料浓度下的电导率。总体而言,研究结果揭示了定位控制的连接和相互作用驱动的聚集在决定电传输方面的竞争,并提出了通过调整CNT-DBC粘附和CNT-CNT凝聚力来优化电导率的策略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Journal of Polymer Science
Journal of Polymer Science POLYMER SCIENCE-
CiteScore
6.30
自引率
5.90%
发文量
264
期刊介绍: Journal of Polymer Research provides a forum for the prompt publication of articles concerning the fundamental and applied research of polymers. Its great feature lies in the diversity of content which it encompasses, drawing together results from all aspects of polymer science and technology. As polymer research is rapidly growing around the globe, the aim of this journal is to establish itself as a significant information tool not only for the international polymer researchers in academia but also for those working in industry. The scope of the journal covers a wide range of the highly interdisciplinary field of polymer science and technology.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信
小红书