Molecular Simulation Study on Thermal Property and Electron Property of Polypyrrole/ Nitrogen‐modified Graphene Composites

ABSTRACT To design high performance of organic/inorganic thermoelectric composite materials by molecular simulation, composite materials (PPy/NG) are constructed by incorporating graphene (GE) modified with N atoms (NG) into the Polypyrrole (PPy) matrix. For different GE doping concentrations and different concentration N atoms modified in GE (mod‐Ns), the thermoelectric properties of PPy/ n ‐NG composite materials ( n represents different N atoms modified concentration) is systematically investigated using the non‐equilibrium molecular dynamics (NEMD) and density functional theory (DFT). It is found that N‐modification on GE has a significant influence on the reduction on the thermal conductivity of composites with 7.06 wt.% graphene concentration. Moreover, when the mod‐Ns concentration reached 3.66%, the thermal conductivity of the PPy/NG composite material is decreased by 49.19%. Additionally, the electron properties of PPy/ n ‐NG are studied. It is found that the energy differences between the HOMO of n ‐NG and the LUMO of PPy decrease with the increase of mod‐Ns concentration in NG. Overall, this study reveals that n ‐NG reduces the thermal conductivity of PPy/ n ‐NG composites and promotes the transfer of electrons between n ‐NG and PPy. It establishes a theoretical foundation for designing high‐performance organic/ inorganic thermoelectric materials.

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Publication Details

Journal
Macromolecular Theory and Simulations
Published
2026-01-26
DOI
https://doi.org/10.1002/mats.202500114
Primary Topic
Advanced Thermoelectric Materials and Devices
Type
article
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article

Molecular Simulation Study on Thermal Property and Electron Property of Polypyrrole/ Nitrogen‐modified Graphene Composites

Yihan Wang, Xiaoling Zhong, Ge Zhou, Yalan Qiao et al.
Macromolecular Theory and Simulations
Advanced Thermoelectric Materials and Devices
article

Molecular Simulation Study on Thermal Property and Electron Property of Polypyrrole/ Nitrogen‐modified Graphene Composites

Yihan Wang, Xiaoling Zhong, Ge Zhou, Yalan Qiao, Qinjian Yin
article en

Abstract

ABSTRACT To design high performance of organic/inorganic thermoelectric composite materials by molecular simulation, composite materials (PPy/NG) are constructed by incorporating graphene (GE) modified with N atoms (NG) into the Polypyrrole (PPy) matrix. For different GE doping concentrations and different concentration N atoms modified in GE (mod‐Ns), the thermoelectric properties of PPy/ n ‐NG composite materials ( n represents different N atoms modified concentration) is systematically investigated using the non‐equilibrium molecular dynamics (NEMD) and density functional theory (DFT). It is found that N‐modification on GE has a significant influence on the reduction on the thermal conductivity of composites with 7.06 wt.% graphene concentration. Moreover, when the mod‐Ns concentration reached 3.66%, the thermal conductivity of the PPy/NG composite material is decreased by 49.19%. Additionally, the electron properties of PPy/ n ‐NG are studied. It is found that the energy differences between the HOMO of n ‐NG and the LUMO of PPy decrease with the increase of mod‐Ns concentration in NG. Overall, this study reveals that n ‐NG reduces the thermal conductivity of PPy/ n ‐NG composites and promotes the transfer of electrons between n ‐NG and PPy. It establishes a theoretical foundation for designing high‐performance organic/ inorganic thermoelectric materials.

Macromolecular Theory and SimulationsVol. 35(2)
Sichuan University (CN), Chengdu University of Information Technology (CN), Chengdu University of Technology (CN), Chengdu University (CN)
Openalex Percentile: Top 77%
Advanced Thermoelectric Materials and Devices
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Molecular Simulation Study on Thermal Property and Electron Property of Polypyrrole/ Nitrogen‐modified Graphene Composites — Yihan Wang, Xiaoling Zhong, et al. · Macromolecular Theory and Simulations (2026) | TGRS Research Map | TGRS