Tunable thermal transport in hole-doped monolayer penta-graphene: A first-principles and machine-learning study

In conventional semiconductors, electron–phonon coupling (EPC) is weaker than phonon–phonon (ph–ph) scattering and plays little role in lattice thermal conductivity (κL). We show, using first-principles calculations combined with machine-learning force fields (MLFF), that EPC can instead dominate phonon transport in monolayer penta-graphene under carrier doping. The absence of mirror symmetry allows direct coupling of flexural (ZA) phonons to carriers, and tuning the Fermi level into the Van Hove singularity strongly enhances the electronic density of states and amplifies EPC. Consequently, κL is suppressed by nearly 64% (from 266 to ∼96 W m−1 K−1 at room temperature) and exhibits a weakened temperature dependence (from T−1.4 to T−1.0). This EPC-driven suppression of heat transport enhances the thermoelectric figure of merit by more than threefold. These findings open a pathway to engineer heat conduction in low-symmetry carbon allotropes via controlled doping.

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Publication Details

Journal
Journal of Applied Physics
Published
2026-02-17
DOI
https://doi.org/10.1063/5.0308716
Primary Topic
Thermal properties of materials
Type
article
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article

Tunable thermal transport in hole-doped monolayer penta-graphene: A first-principles and machine-learning study

Phạm Thị Bích Thảo, Vo Khuong Dien, Duy Khanh Nguyen, Le Nhat Thanh et al.
Journal of Applied Physics
Thermal properties of materials
article

Tunable thermal transport in hole-doped monolayer penta-graphene: A first-principles and machine-learning study

Phạm Thị Bích Thảo, Vo Khuong Dien, Duy Khanh Nguyen, Le Nhat Thanh, Nguyen Thanh Tien, Tuoc Ngoc Vu, Quoc Duy Ho
article en

Abstract

In conventional semiconductors, electron–phonon coupling (EPC) is weaker than phonon–phonon (ph–ph) scattering and plays little role in lattice thermal conductivity (κL). We show, using first-principles calculations combined with machine-learning force fields (MLFF), that EPC can instead dominate phonon transport in monolayer penta-graphene under carrier doping. The absence of mirror symmetry allows direct coupling of flexural (ZA) phonons to carriers, and tuning the Fermi level into the Van Hove singularity strongly enhances the electronic density of states and amplifies EPC. Consequently, κL is suppressed by nearly 64% (from 266 to ∼96 W m−1 K−1 at room temperature) and exhibits a weakened temperature dependence (from T−1.4 to T−1.0). This EPC-driven suppression of heat transport enhances the thermoelectric figure of merit by more than threefold. These findings open a pathway to engineer heat conduction in low-symmetry carbon allotropes via controlled doping.

Journal of Applied PhysicsVol. 139(7)
Can Tho University (VN), Van Lang University (VN), Institute for Computational Science and Technology (VN), Computational Physics (United States) (US), University of Stavanger (NO), Hanoi University of Science and Technology (VN)
Openalex Percentile: Top 54%
Thermal properties of materials
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Tunable thermal transport in hole-doped monolayer penta-graphene: A first-principles and machine-learning study — Phạm Thị Bích Thảo, Vo Khuong Dien, et al. · Journal of Applied Physics (2026) | TGRS Research Map | TGRS