{"title":"Flocculation-induced colloidal architecture regulates nanobubble persistence through interfacial organization","authors":"Liming Liu, Liang Cao, Yongjun Peng","doi":"10.1016/j.apsusc.2026.168495","DOIUrl":null,"url":null,"abstract":"Nanobubble (NB) persistence in colloidal suspensions is influenced by complex interactions among particles, polymers, and gas–liquid interfaces. While the effects of individual particles and dissolved polymers on NB behavior have been widely investigated, the role of polymer-induced flocculated colloidal structures remains poorly understood. In this study, anionic polyacrylamide (APAM) was used to generate controlled flocculation regimes in silica nanoparticle suspensions, and the resulting effects on NB formation and persistence were systematically examined. The results showed that NB behavior was strongly dependent on flocculation state. Optimum flocculation conditions promoted interconnected nanoparticle–polymer assemblies associated with enhanced NB persistence, whereas both underdosed and overdosed systems exhibited reduced persistence. Nanoparticle tracking analysis revealed that NB generation and persistence over the investigated 24 h period are related but distinct processes, each influenced by the colloidal aggregation state of the system. Surface tension, zeta potential, and viscosity measurements demonstrated that conventional interfacial and bulk physicochemical parameters alone cannot fully explain the observed behavior. Atomic force microscopy provided complementary nanoscale evidence of enhanced interfacial mechanical response associated with optimum flocculation in a surface NB model system. These findings suggest that NB persistence is influenced not only by particle surface properties and polymer chemistry but also by the mesoscale architecture of flocculated colloidal assemblies. By identifying flocculation-induced colloidal organization as an important factor regulating NB persistence, this work provides a structural and interfacial framework for understanding nanoscale gas domains in complex particle–polymer systems relevant to mineral flotation, water treatment, and related multiphase processes.","PeriodicalId":247,"journal":{"name":"Applied Surface Science","volume":"19 1","pages":"168495"},"PeriodicalIF":6.6000,"publicationDate":"2026-09-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Applied Surface Science","FirstCategoryId":"88","ListUrlMain":"https://doi.org/10.1016/j.apsusc.2026.168495","RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"CHEMISTRY, PHYSICAL","Score":null,"Total":0}
引用次数: 0
Abstract
Nanobubble (NB) persistence in colloidal suspensions is influenced by complex interactions among particles, polymers, and gas–liquid interfaces. While the effects of individual particles and dissolved polymers on NB behavior have been widely investigated, the role of polymer-induced flocculated colloidal structures remains poorly understood. In this study, anionic polyacrylamide (APAM) was used to generate controlled flocculation regimes in silica nanoparticle suspensions, and the resulting effects on NB formation and persistence were systematically examined. The results showed that NB behavior was strongly dependent on flocculation state. Optimum flocculation conditions promoted interconnected nanoparticle–polymer assemblies associated with enhanced NB persistence, whereas both underdosed and overdosed systems exhibited reduced persistence. Nanoparticle tracking analysis revealed that NB generation and persistence over the investigated 24 h period are related but distinct processes, each influenced by the colloidal aggregation state of the system. Surface tension, zeta potential, and viscosity measurements demonstrated that conventional interfacial and bulk physicochemical parameters alone cannot fully explain the observed behavior. Atomic force microscopy provided complementary nanoscale evidence of enhanced interfacial mechanical response associated with optimum flocculation in a surface NB model system. These findings suggest that NB persistence is influenced not only by particle surface properties and polymer chemistry but also by the mesoscale architecture of flocculated colloidal assemblies. By identifying flocculation-induced colloidal organization as an important factor regulating NB persistence, this work provides a structural and interfacial framework for understanding nanoscale gas domains in complex particle–polymer systems relevant to mineral flotation, water treatment, and related multiphase processes.
期刊介绍:
Applied Surface Science covers topics contributing to a better understanding of surfaces, interfaces, nanostructures and their applications. The journal is concerned with scientific research on the atomic and molecular level of material properties determined with specific surface analytical techniques and/or computational methods, as well as the processing of such structures.