{"title":"Developments in multichain coarse-grained models for entangled polymer dynamics","authors":"Yuichi Masubuchi","doi":"10.1038/s41428-026-01206-0","DOIUrl":null,"url":null,"abstract":"This review describes the development and applications of multichain coarse-grained simulations for entangled polymer dynamics. The mean-field tube model has long served as the standard paradigm for describing the many-body entanglement problem as the motion of a single chain in a static field; it faces intrinsic limitations when spatial correlations, fluctuations, and complex topological rearrangements are addressed. To overcome these limitations, “multichain” approaches—specifically, the primitive chain network and multichain slip-spring models—were developed. These simulations explicitly resolve the force balance and topological coupling between multiple chains in three-dimensional space. This review covers the primitive chain network model, which emphasizes real-space force balance, and the multichain slip-spring model, which is derived from a well-defined free energy functional. Linear and nonlinear rheology predictions are discussed, along with molecular mechanisms such as constraint release and stretch/orientation-induced reductions in friction. Extensions to branched polymers, wall-slip phenomena, and network polymers are also mentioned. This review summarizes efforts to develop coarse-grained multichain models for entangled polymers. The studies aim to bridge an important gap between the standard bead-spring model and the tube model. The primitive chain network model is a multi-chain version of the tube-type description, whereas the multichain slip-spring model is a multichain entangled Rouse model. Both models reproduce entangled polymer dynamics at a lower computational cost than bead-spring simulations and straightforwardly account for complex multi-chain correlations that tube models capture via the mean-field approach.","PeriodicalId":20302,"journal":{"name":"Polymer Journal","volume":"58 10","pages":"1243-1255"},"PeriodicalIF":3.1000,"publicationDate":"2026-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.nature.comhttps://www.nature.com/articles/s41428-026-01206-0.pdf","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Polymer Journal","FirstCategoryId":"92","ListUrlMain":"https://www.nature.com/articles/s41428-026-01206-0","RegionNum":4,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"POLYMER SCIENCE","Score":null,"Total":0}
引用次数: 0
Abstract
This review describes the development and applications of multichain coarse-grained simulations for entangled polymer dynamics. The mean-field tube model has long served as the standard paradigm for describing the many-body entanglement problem as the motion of a single chain in a static field; it faces intrinsic limitations when spatial correlations, fluctuations, and complex topological rearrangements are addressed. To overcome these limitations, “multichain” approaches—specifically, the primitive chain network and multichain slip-spring models—were developed. These simulations explicitly resolve the force balance and topological coupling between multiple chains in three-dimensional space. This review covers the primitive chain network model, which emphasizes real-space force balance, and the multichain slip-spring model, which is derived from a well-defined free energy functional. Linear and nonlinear rheology predictions are discussed, along with molecular mechanisms such as constraint release and stretch/orientation-induced reductions in friction. Extensions to branched polymers, wall-slip phenomena, and network polymers are also mentioned. This review summarizes efforts to develop coarse-grained multichain models for entangled polymers. The studies aim to bridge an important gap between the standard bead-spring model and the tube model. The primitive chain network model is a multi-chain version of the tube-type description, whereas the multichain slip-spring model is a multichain entangled Rouse model. Both models reproduce entangled polymer dynamics at a lower computational cost than bead-spring simulations and straightforwardly account for complex multi-chain correlations that tube models capture via the mean-field approach.
期刊介绍:
Polymer Journal promotes research from all aspects of polymer science from anywhere in the world and aims to provide an integrated platform for scientific communication that assists the advancement of polymer science and related fields. The journal publishes Original Articles, Notes, Short Communications and Reviews.
Subject areas and topics of particular interest within the journal''s scope include, but are not limited to, those listed below:
Polymer synthesis and reactions
Polymer structures
Physical properties of polymers
Polymer surface and interfaces
Functional polymers
Supramolecular polymers
Self-assembled materials
Biopolymers and bio-related polymer materials
Polymer engineering.