{"title":"A review on all-atom force fields capabilities to predict polymer properties: Case of poly(methyl methacrylate) and polyisobutylene polymer systems","authors":"R.L. Nkepsu Mbitou, F. Bedoui","doi":"10.1016/j.commatsci.2025.113861","DOIUrl":null,"url":null,"abstract":"<div><div>The strategy of this review is to list and discuss the most commonly used Class I and Class II atomistic force fields. The corresponding force-field parameters are detailed, and the functional form difference is mentioned in terms of each generation of the force field. The validity of each force field was checked by comparing the simulated properties values of two polymer test cases, with their experimental values. It was observed that Class II force fields are more convenient for predicting the thermomechanical properties of amorphous polymer systems, and they could be good candidates for molecular simulations of polymers reinforced by nanoparticles.</div></div>","PeriodicalId":10650,"journal":{"name":"Computational Materials Science","volume":"253 ","pages":"Article 113861"},"PeriodicalIF":3.1000,"publicationDate":"2025-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Computational Materials Science","FirstCategoryId":"88","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0927025625002046","RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MATERIALS SCIENCE, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0
Abstract
The strategy of this review is to list and discuss the most commonly used Class I and Class II atomistic force fields. The corresponding force-field parameters are detailed, and the functional form difference is mentioned in terms of each generation of the force field. The validity of each force field was checked by comparing the simulated properties values of two polymer test cases, with their experimental values. It was observed that Class II force fields are more convenient for predicting the thermomechanical properties of amorphous polymer systems, and they could be good candidates for molecular simulations of polymers reinforced by nanoparticles.
期刊介绍:
The goal of Computational Materials Science is to report on results that provide new or unique insights into, or significantly expand our understanding of, the properties of materials or phenomena associated with their design, synthesis, processing, characterization, and utilization. To be relevant to the journal, the results should be applied or applicable to specific material systems that are discussed within the submission.