ArticleScientific reports2025
Estimating of contact area among carbon nanofibers in nanocomposites by the features of network, tunnel and interphase.
Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
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Who cites it
2 citing papers in PubMed.
- Degree of conduction transfer through incomplete interphases controlling the conductivity of carbon nanofiber composites.Scientific reports · 2026Article
- Predictive modeling of conductivity for carbon black nanocomposites: influence of filler features, interfacial effects and network portion.Scientific reports · 2026Article
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Authors and funding
4 authors.
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Abstract
A larger contact area (S) among the nanoparticles significantly enhances electron transfer within nanocomposites; however, S remains an indeterminate factor. In this paper, two innovative models for the conductivity of carbon nanofiber (CNF) polymer samples (PCNFs) are integrated to express S as a function of various parameters, including CNF concentration, waviness, percolation onset, CNF dimensions, interphase depth, network fraction, and tunneling diameter. Extensive experimental conductivity data substantiate the robustness of the proposed models. Moreover, the influence of each parameter on S is systematically analyzed to validate the developed equation. The highest contact area is achieved by the maximum CNF concentration, the thinnest and longest nanofibers, minimal waviness, the densest interphase, and the highest network fraction. Specifically, S value of 1400 nm
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