Zhengjin
Gao
a,
Minghao
Lv
a,
Manman
Liu
a,
Changzhi
Gu
bc,
Geng
Li
bc,
Baoli
Liu
bc,
David J.
Singh
ad,
Weitao
Zheng
a and
Xiaofeng
Fan
*a
aKey Laboratory of Automobile Materials (Jilin University), Ministry of Education, and College of Materials Science and Engineering, Jilin Provincial International Cooperation Key Laboratory of High-Efficiency Clean Energy Materials, Jilin University, Changchun, 130012, China. E-mail: xffan@jlu.edu.cn
bBeijing National Laboratory for Condensed Matter Physics, Institute of Physics, Chinese Academy of Sciences, Beijing 100190, China
cCAS Key Laboratory of Vacuum Physics, School of Physical Sciences, University of Chinese Academy of Sciences, Beijing 100190, China
dDepartment of Physics and Astronomy, University of Missouri, Columbia, Missouri 65211-7010, USA
First published on 22nd January 2025
The versatile properties of two-dimensional materials indicate that they have enormous potential for applications in thermoelectrics. In this work, we proposed a novel layered pentagonal-structured As2Ge crystal and investigated its stability and electronic structure using density functional theory (DFT) calculations. By combining the results of DFT with Boltzmann transport and phonon transport theory, we studied the electronic conductivity, thermal conductivity and thermoelectric transport properties. It was found that the As2Ge monolayer is a stable layered semiconductor with a wide indirect band gap of 2.43 eV. It exhibits a high electron mobility of up to 7595 cm2 V−1 s−1. The n-type monolayer of As2Ge can achieve a remarkable ZT value as high as 4.36 at 1000 K, and the maximal value of ZT in p-type As2Ge is predicted to reach 3.5 at 1000 K.
The thermoelectric properties of thermoelectric materials are evaluated by the dimensionless quality factor (ZT).5–8 It can be expressed as ZT = S2σT/κ, where S, σ, T and κ represent the Seebeck coefficient, conductivity, absolute temperature, and thermal conductivity.2 A higher value of ZT indicates better thermoelectric performance.6 Therefore, high-performance thermoelectric materials should possess a high power factor (PF = S2σ) while simultaneously exhibiting low thermal conductivity.
In 2004, the emergence of graphene sparked significant attention and research on two-dimensional layers.9–11 Numerous studies have demonstrated that the quantum confinement effect in low-dimensional materials holds potential for enhancing the material's power factor (PF), leading to a higher figure of merit (ZT) compared to bulk materials.12–15 Additionally, in two-dimensional material systems, it is possible to exhibit remarkably low thermal conductivity characteristics, exemplified by PdSe2 crystals, SnSe crystals, and SnS crystals.16–18 Consequently, these two-dimensional materials were regarded as highly promising candidates for high-performance thermoelectric applications.19–23 Additionally, layered materials typically consist of multiple atomic layers interconnected by weak forces, such as van der Waals interactions, which often result in distinct physical properties along the in-plane and inter-plane directions, leading to thermoelectric anisotropy.24 Comprehending and manipulating this anisotropy can offer valuable insights for enhancing the thermoelectric performance of materials. Recently, a layered pentagonal structure has been explored for potential application of thermoelectrics and some materials with this structure have been reported with possible high-performance, such as penta-PdSe2,25 penta-silicene and penta-germanene.26 This crumpled pentagonal configuration may contribute to reducing lattice thermal conductivity25–30 and thus lead to potential high-performance. We considered that germanium with possible sp3 hybridization combines with arsenic to form As2Ge with a possible pentagonal structure which may have excellent thermoelectric properties.
In this work, we performed density functional theory (DFT) calculations to explore the structural stability and thermal stability of the pentagonal As2Ge monolayer for possible experimental fabrication. Then the electronic structure and electron transport properties were analyzed based on Boltzmann transport theory with DFT calculations. Using phonon transport theory combined with the DFT results, we simulated the phonon thermal conductivity. Finally, under the constant relaxation time approximation (CRTA), we combined the thermopower with electronic transport and phonon transport to analyze the thermoelectric figure of merit ZT. The findings have predicted that the As2Ge monolayer exhibits excellent thermoelectric properties, providing crucial theoretical guidance for its potential application in electronic and thermoelectric devices.
The thermal stability of the proposed structural model was assessed through ab initio molecular dynamics (AIMD) simulations. The AIMD simulation was conducted at a temperature of 1000 K, employing a time step of 1 fs and total simulation duration of 9 ps. Here, a temperature of 1000 K was selected to investigate the structural stability of the As2Ge monolayer for the following reasons. First, the properties of thermoelectric materials are typically most pronounced at elevated temperatures, and 1000 K is sufficiently high to examine the variations in the thermodynamic properties of materials under such conditions, thereby providing a comprehensive understanding of the thermal stability of As2Ge monolayers. Second, from a practical standpoint, 1000 K represents a manageable and frequently utilized high-temperature setting in laboratory environments, offering a robust theoretical foundation for subsequent experimental research on As2Ge materials.
The BoltzTrap code was utilized for investigating the electron transport characteristics, and a grid of 50 × 50 × 1 k-points sampling was selected to accurately determine transport coefficients such as the Seebeck coefficient.35 The relaxation time was calculated based on the deformation potential theory, which further enabled the determination of conductivity.36
The lattice thermal conductivity was calculated based on the anharmonic phonon–phonon scattering mechanism. The second order (2ND) force constant was obtained using the finite displacement method in the PHONOPY code,37 with a 5 × 5 × 1 k-mesh sampling in a 4 × 4 × 1 supercell. With the ShengBTE code,38 the third order (3RD) force constant was obtained, and the lattice thermal conductivity was calculated using a dense grid of 70 × 70 × 1 q-mesh.
System | a = b (Å) | d As–As (Å) | d(Ge–As) (Å) | h (Å) |
---|---|---|---|---|
As2Ge | 5.24 | 2.48 | 2.49 | 5.75 |
In order to demonstrate the dynamic stability of the As2Ge structure, the phonon calculation was conducted on the basis of the finite displacement method with DFT results. The phonon dispersion is analyzed, as illustrated in Fig. S1 (ESI†). Each unit cell consists of six atoms, resulting in 18-branch phonon modes with three acoustic branches and fifteen optical branches spanning from the frequency of zero to 8.5 THz. The absence of imaginary frequencies in the obtained phonon spectrum confirms the dynamic stability of As2Ge (Fig. S1, ESI†). The mechanical stability is evaluated based on elastic constants. For the As2Ge monolayer, the calculated elastic constants are, C11 = 38.40 N m−1, C22 = 38.40 N m−1, C12 =8.60 N m−1 and C66 =23.27 N m−1. According to the Born–Huang mechanical stability criterion,41 it is confirmed that both criterions C11 × C22 − C122 > 0 and C66 > 0 hold true for ensuring the mechanical stability of As2Ge.
We analyzed the thermal effect on the stability of the As2Ge structure and AIMD was performed using a 4 × 4 × 1 supercell. It was observed that the system exhibited slight periodic changes at a temperature of 1000 K due to the thermal perturbation of atoms around their equilibrium positions, as depicted in Fig. 1b. However, the system is very stable, seen from the change of energy in Fig. 1c. We didn’t find the flying out of As pairs in the simulation processes. At this high temperature, the fluctuation of the Ge–As bond and As–As bond is less than 0.25 Å, as shown in Fig. 1d. This does not lead to the breaking of bonds and thus structural collapse, indicating the thermodynamic stability of the As2Ge layer structure.
The Fermi level is set above the valence bands, and consistent with the proposed electron occupation based on the electron counting rule discussed above. As2Ge is a semiconductor as proposed. At the PBE/GGA level, the band gap is determined to be about 1.76 eV. By employing HSE06 correction, the band gap of the As2Ge monolayer is increased to 2.43 eV. The main difference in the results from HSE06 and PBE is that the conduction bands are shifted rigidly up and thus the band gap is increased. Its nature as an indirect band gap semiconductor is not changed.
To some extent, the electronic structure and electrical conductivity of a material are determined by its bonding type. From the semiconductor characteristics of As2Ge stated above, the As2Ge lattice is possibly formed with covalent bonds. In Fig. S4a (ESI†), the change density difference of As2Ge is plotted. It is evident that the electron cloud density distribution around the Ge atom is relatively uniform along four different directions, and it forms covalent bonds with the neighboring As atom via its four sp3 hybrid orbitals. The electron cloud distribution around the As atom is primarily concentrated in the two sp2 hybrid orbitals that constitute the two covalent bonds with two Ge atoms, while the remaining lone electron resides in the p orbital, forming a quasi-sp2 hybridization. Thus, there is a strong covalent bond between Ge and As. However, due to the sp2 configuration of the As atom perpendicular to the As–As pair, the interaction between As–As is not very strong. In order to understand further the bonding characteristics, we analyzed the crystal orbital Hamilton population (–COHP), as shown in Fig. S4b and c (ESI†). It is clear that a positive value of –COHP under the Fermi level for Ge–As indicates a bonding feature. There is a small part of anti-bonding states between As–As which weaken the interaction between As and As. The calculated –ICOHP values of Ge–As and As–As are 4.21 and 4.19, respectively. Thus, the Ge–As bond is stronger than As–As.
From the view of electronic transport, the thermoelectric properties of a material are directly influenced by the Seebeck coefficient S, conductivity σ, and electron thermal conductivity κe. Under the frame of CRTA, we can directly calculate the S by decoupling the σ and S with Boltzmann transport theory. Thermoelectric devices commonly employ two distinct doping types, p-type and n-type, to create p–n junctions, thereby facilitating the application of the thermoelectric effect. The p-type materials generally supply holes through the incorporation of acceptors, whereas the n-type materials furnish electrons via the introduction of donor impurities. By meticulously regulating the type and concentration of dopants, the carrier concentration in both p-type and n-type materials can be fine-tuned to attain varying levels of conductivity and Seebeck coefficient. For layered As2Ge, we may introduce the dopant with low electronegativity (such as Na between As2Ge layers) as the donor for the n-type doping and the dopant (which can more easily accept the electrons from the lattice than Ge, such as Ge replaced by Ga and Al) as the acceptor for the p-type doping. For the theoretical analysis here, we just control the chemical potential to modulate the types and concentrations of carriers.
With the dispersion relation of electrons from DFT results, the S values as the function of carrier concentration at 300 K, 500 K, and 700 K are analyzed. As plotted in Fig. 2b, the |S| values of both the p-type and n-type increase with rising temperature. The bipolar effect was not obviously observed due to the large band gap of As2Ge. Following the increase in concentration, the |S| value decreases whatever the p-type doping or the n-type doping, as has been known well in other semiconductors.42,43 As we have noticed, the |S| of As2Ge has a good value under appropriate carrier concentrations. The |S| value can easily reach 400 μV K−1 at the typical temperature (500–700 K) under the carrier concentration of 2 × 1012 cm−2 whatever the p-type doping or the n-type.
Similar to the S, we can also calculate the reduced electronic conductivity σ/τ directly by Boltzmann transport theory without considering the scattering mechanism of the electron. In the cases of both p-type doping and n-type doping, the σ/τ values as the function of carrier concentration under different temperatures are shown in Fig. 2c and d. It is clear that the σ/τ increases with the carrier concentration. To further determine σ, we employed deformation potential theory for calculating the relaxation time (τ) and mobility (μ) of carriers.36
The value of τ can be calculated using the parameters obtained from DFT calculations within the framework of deformation potential theory. The relationship between them is given by,
![]() | (1) |
The calculated relevant parameters are presented in Table 2. The temperature dependence of τ is illustrated in Fig. 3. It is observed that the τ decreases by following the increase of temperature. The relaxation time of electrons is larger than that of holes mainly due to the smaller |El| and m* of electrons. With the formula, μ = eτ/m*, the carrier mobility can be obtained. It is noticed that the electron mobility is higher and reaches 7595 cm2 V−1 s−1. Thus, it is expected the As2Ge has good conductivity.
System | Carrier type | E l (eV) | C 2D (J m−2) | m* (m0) | μ (cm2 V−1 s−1) | τ (fs) |
---|---|---|---|---|---|---|
As2Ge | Electron | −0.64 | 37.83 | 0.51 | 7595.08 | 2000.85 |
Hole | −0.90 | 37.83 | 0.78 | 1641.94 | 727.68 |
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Fig. 3 Calculated relaxation times of the As2Ge monolayer as a function of temperature for the p-type doping and n-type doping. |
By putting the values of τ into the σ/τ, we can obtain the electronic conductivity σ. As shown in Fig. 4a and b, the σ follows the typical rule of conductivity in heavily doped semiconductors where the σ increases with the rising of carrier concentration and decreases with the increase of temperature. This behavior of σ following the variation of concentration contradicts that of the |S|. In both p-type and n-type materials, an elevation in doping concentration typically results in an increased carrier concentration, which in turn enhances material conductivity. However, excessively high carrier concentrations, resulting from the Fermi level shifting deeply into the valence bands or conduction bands, lead to a reduction in the Seebeck coefficient. Therefore, the curve of power factor which is expressed as PF = S2σ should have a peak at a certain carrier concentration. As depicted in Fig. 4c and d, it is observed that the n-type doping yields a higher PF than the p-type doping. The power factor (PF) is primarily determined by the Seebeck coefficient (S) and conductivity (σ). Under CRTA, the S is not influenced directly by the phonon spectrum. The conductivity σ is strongly related to electron–phonon coupling, as discussed above regarding the relaxation time (τ). As we have observed in the phonon spectrum in Fig. S1 (ESI†), the acoustic phonon mode and optical phonon mode do not strongly overlap, and thus the scattering effect is not strong. Meanwhile, the phonon velocity is very high in the low-frequency band (discussed in the next part). These characteristics are related to the lattice rigidity of As2Ge, which is confirmed by its larger elastic modulus value. The higher lattice rigidity typically results in weaker electron–phonon coupling, as evidenced by the longer carrier lifetime observed in Fig. 3. Consequently, carriers exhibit greater mobility (as shown in Table 2), leading to higher conductivity σ in As2Ge, regardless of whether it is p-type or n-type doped. Therefore, As2Ge has a higher power factor, and it has a higher lattice thermal conductivity (discussed in the next part). At the temperature of 500 K, the maximum values of PF for p-type and n-type As2Ge are 0.16 W m−1 K−2 and 0.21 W m−1 K−2 at the concentrations of 1014 cm−2 and 2 × 1013 cm−2, respectively.
![]() | ||
Fig. 4 (a) and (b) Calculated conductivity σ and (c) and (d) power factor PF of the As2Ge monolayer as functions of carrier concentration for the p-type doping and n-type doping. |
Prior to computing the lattice thermal conductivity κl, the supercell size and the cutoff radius were evaluated for the 3RD force constant. In our calculations, due to the application of periodic boundary conditions, the maximum cutoff radius (rc) can’t surpass half the lattice length of the supercell. As illustrated in Fig. S6 (ESI†), the outcomes for the 3 × 3 × 1 and 4 × 4 × 1 supercells of the As2Ge monolayer are similar for the smaller cutoff radius. With the increase in cutoff radius, the κl begins to converge. With the 4 × 4 × 1 supercell as a test, it is converged at approximately 11 Å.
For analyzing the lifetime τph, we need to consider the anharmonic action of lattice vibration. From Boltzmann–Peierls theory, κl is from the sum of the contribution of all phonon modes, and is expressed as,
κl(λ,q) = Cph(λ)υg,λ(q)2τph(λ,q) | (2) |
Fig. 5e illustrates the variation in cumulative lattice thermal conductivity with respect to the mean free path (MFP) of phonons at 300 K. It is found that the most optical phonon modes whose MFPs are less than 100 nm have small contribution to thermal conductivity. The contributed thermal conductivity of all these phonons at 300 K is about 5.5 W m−1 K−1. Fig. 5f presents temperature-dependent values for thermal conductivity in the As2Ge monolayer. Clearly, following the increase of temperature, the number of phonons increases and thus the scattering rate increases, leading to the decrease of thermal conductivity. By fitting the calculated values of thermal conductivity, the κl has a linear relationship with the 1/T. At 800 K, the calculated lattice thermal conductivity of As2Ge is about 7.78 W m−1 K−1.
The quality factor ZT serves as a crucial indicator for thermoelectric efficiency. With the power factor and thermal conductivity, we can analyze the ZT value of p-type and n-type As2Ge. As shown in Fig. 6a and b, we plot the ZT as a function of temperature and carrier concentration. It can be noticed that the ZT will have the optimal value under appropriate temperature and carrier concentration. Consistent with the calculated PF values mentioned above, the n-type doping exhibits higher ZT compared to the p-type doping. At 500 K, the ZT value reaches up to 1.98 for the p-type and up to 2.39 for the n-type. The maximal ZT value of p-type As2Ge is 3.5 at the carrier concentration of 1.5 × 1013 cm−2 under 1000 K. For the n-type doing, the maximal ZT value is 4.36 at the carrier concentration of 4.5 × 1012 cm−2 under 1000 K. The As2Ge monolayer exhibits good thermoelectric properties compared to several other excellent Ge-based thermoelectric materials, such as GeTe alloys (ZT ∼ 2.4 at 600 K),44 GeSe monolayers (ZT = 1.76 at 700 K),45 and GeSn/Ge layers (ZT = 1.04 at 600 K).46 In summary, the As2Ge monolayer demonstrates promising potential for thermoelectric applications.
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Fig. 6 Calculated ZT values of the As2Ge monolayer as the functions of carrier concentration and temperature for the (a) p-type doping and (b) n-type doping. |
Footnote |
† Electronic supplementary information (ESI) available: Phonon dispersion of As2Ge in Fig. S1; band structure and state of density in Fig. S2; constant energy surfaces in Fig. S3; charge density difference and –COHP curves in Fig. S4; electronic thermal conductivity in Fig. S5; and test of cutoff radius and supercell size in Fig. S6. See DOI: https://doi.org/10.1039/d4tc04065a |
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