Aug 2026· ACS Applied Polymer Materials· Vol 8, pp. 12617-12629· 0 citations· 62 references
Abstract
This study explores the role of graphene oxide (GO) as a nanofiller in polylactic acid (PLA)-based nanocomposites using molecular dynamics (MD) simulations. A systematic variation in loading percentage, sheet size, and the number of GO sheets was employed to assess the impact on material performance. The findings reveal that GO incorporation significantly affects gas diffusion through the polymer matrix. Free volume analysis corroborates these trends, showing strong relation with diffusion behavior. Nanocomposites with larger GO sheets (3 × 4 nm2) exhibit the lowest fractional accessible volume (FAV %) for all probe radii (0 Å, 1.4 Å, 1.52 Å, and 1.64 Å) compared to those with medium (2 × 3 nm2) and smaller (1 × 2 nm2) GO sheets, indicating that decreasing sheet size increases the available free volume and promotes more efficient molecular transport. Additionally, increasing the number of GO sheets (with dimensions of 2 × 3 nm2) enhances free volume, promotes gas diffusion, and lowers viscosity under the investigated simulation conditions. Overall, this work presents an atomistic-level investigation of the impact of GO on the free volume, diffusion of gases, and rheological behavior of PLA using MD simulations, emphasizing the importance of GO size and loading on PLA nanocomposite performance.
As lithium battery technologies advance, superior polyimide-based materials are urgently required. However, the microscopic mechanism by which CNT surface chemistry governs polyimide (PI) enhancement remains a challenge. This study employs molecular dynamics simulations to investigate how functionalizing carbon nanot...
Graphene and graphene oxide (GO) are promising nanofillers for improving thermal transport in cementitious materials, but their performance is strongly affected by interactions with calcium silicate hydrate (C-S-H). Understanding how these fillers retain or lose their heat-transport capability after incorporation into...
Tong Chen, Dan Chen, Cheng Gong et al.· Nanomaterials· 0 citations
Nano-TiO2 modification affects asphalt at both molecular and surface scales, yet the relationships among interfacial interactions, cluster mobility, surface morphology, and local nanomechanical response require further investigation. This study combined molecular dynamics (MD) simulations and atomic force microscopy (A...
The effects of graphene nanofillers and their surface functional groups on the structural, dynamic, and mechanical properties of poly(ethylene oxide) (PEO)-based solid polymer electrolytes were investigated using molecular dynamics simulations. Graphene nanofillers, regardless of surface functionalization, had minimal...
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This study aims to investigate the influence of graphene nanoplatelet (GNP) content on the crystallization and melting behavior of polyamide 6 (PA6) nanocomposites produced via melt mixing and injection molding. Compositions containing 0.05 and 0.10 phr of GNP were prepared and characterized using differential scanning...
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