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February 28, 2026Scientific Reports0 citationsOpen Access

Estimation of electrical conductivity for polymer composites with carbon black nanoparticles by interphase depth, tunneling characteristics and network percentage

YZYasser ZareMMMuhammad Tajammal MunirJCJin-Hwan Choi

Key Points

  • To develop an accurate equation for predicting the electrical conductivity of carbon black-polymer nanocomposites.
  • Designed a model incorporating parameters like carbon black radius, interphase depth, and tunneling characteristics.
  • Validated the model using real data from various samples with different polymer media and carbon black nanoparticles.
  • Analyzed how parameters like surface energy and surface tension affect conductivity.
  • Achieved peak conductivity of 11.5 S/m at a tunneling distance of 2 nm and contact diameter of 45 nm.
  • Conductivity drops significantly with larger tunneling distances (>5 nm) or smaller contact diameters (<20 nm).
  • Supreme conductivity of 1.6 S/m found with lowest polymer surface energy (20 mN/m) and highest carbon black surface tension (60 mN/m).

Abstract

Despite many experimented works on the conductivity of carbon black (CB)-polymer nanocomposites (PCBs), the modeling methodology in this field is imperfect requiring more development. The current article suggests a simple and accurate equation for the electrical conductivity of PCBs by CB radius, interphase depth, tunneling characteristics (λ), percolation onset, network percentage and interfacial tension. At the first step, the impact of model’s parameters on the PCB conductivity is designed and justified. Then, the offered model is validated by the real data of numerous samples with dissimilar polymer media and CB nanoparticles. Bigger tunnels with the smaller widest weaken the conductivity, however the peak conductivity of 11.5 S/m is attained at tunneling distance (λ) of 2 nm and contact diameter (d) of 45 nm, while λ > 5 nm or d 30 mN/m and γf < 45 mN/m. Nevertheless, the supreme conductivity of 1.6 S/m is gained by the lowest γp = 20 mN/m and the top γf = 60 mN/m. Hence, both tunneling dimensions and surface tensions of components manipulate the conductivity of PCBs.

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Cite This Study

Zare et al. (2026) studied this question.

synapsesocial.com/papers/69a286240a974eb0d3c00e7chttps://doi.org/10.1038/s41598-026-41789-5
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