{"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>></mo>\n \n <mn>0</mn>\n </mrow>\n \n <annotation>\n$$ A>0 $$\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 . 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 to model CNT bundling. Aggregation of CNTs is quantified via the bundle-size distribution , defined as the fraction of CNTs contained in bundles of size . Each simulated configuration is mapped onto a random resistor-network model to compute the composite conductivity. We find that increasing drives CNTs into the selective microphase, lowering the percolation threshold and enhancing conductivity at fixed CNT load. In contrast, attractive CNT–CNT interactions () 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.
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.