Mechanistic Insights into Diameter-Dependent Charging and Capacitance in Graphene–CNT Hybrid Electrodes with Concentrated Aqueous LiClO 4

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Authors: Fatemeh Dehghan Safiabad, Mohammad Kamalvand, Ezat Keshavarzi
Cited by: 1
References: 41

Abstract

Constant-potential molecular dynamics (CPM-MD) simulations were used to uncover how nanoscale confinement and electrode polarization jointly govern charge-storage mechanisms and charging kinetics in graphene–carbon nanotube (CNT) hybrid electrodes immersed in a highly concentrated 5.0 m aqueous LiClO 4 electrolyte. Four vertically aligned single-walled CNTs ((7,7), (11,11), (15,15), and (20,20) with diameters spanning 9.4–26.5 Å) were examined under applied potentials of Δ V = −2.0, 0, and +2.0 V. The simulations reveal a sharp, diameter-dependent transition in the dominant charging mechanism: subnanometer pores store charge mainly by co-ion desorption, while wider pores increasingly facilitate counterion adsorption, as captured quantitatively by the X parameter. The (15,15) CNT (∼20 Å) emerges as the optimal geometry, achieving the most favorable balance between ion accessibility and electrostatic stabilization and delivering the highest intrinsic gravimetric capacitance. At the device scale, the hybrid electrode exhibits strong polarity asymmetry: the total capacitance reaches 224.8 F g –1 under negative polarization but decreases to 97.4 F g –1 when the polarity is reversed. Charging kinetics show a similar dependence with characteristic time constants of ≈0.0057 ns (positive bias) and ≈0.062 ns (negative bias). Together, these results demonstrate that the pore diameter and electrode polarity orchestrate both equilibrium ion organization and transient interfacial response. The mechanistic principles identified here provide actionable molecular-level guidelines for designing hierarchical carbon electrodes optimized for high-performance aqueous supercapacitors.

Fields of Study & Subjects

Supercapacitor Materials and Fabrication Advancements in Battery Materials Advanced battery technologies research

Publication details

Journal / source
The Journal of Physical Chemistry C
Publisher
American Chemical Society (ACS)
Volume
130
Issue
10
Pages
3730–3742
Publication date
2 March 2026
Language
EN