Benchmark Investigation of SCC-DFTB Against Standard DFT to Model Phononic Properties in Two-Dimensional MOFs for Thermoelectric Applications.

IF 5.7 1区 化学 Q2 CHEMISTRY, PHYSICAL Journal of Chemical Theory and Computation Pub Date : 2024-11-26 Epub Date: 2024-11-07 DOI:10.1021/acs.jctc.4c01229
Masoumeh Mahmoudi Gahrouei, Nikiphoros Vlastos, Oreoluwa Adesina, Laura de Sousa Oliveira
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Abstract

Despite the importance of modeling lattice thermal conductivity in predicting thermoelectric (TE) properties, computational data on heat transport, especially from first-principles, in 2D metal-organic frameworks (MOFs) remain limited due to the high computational cost. To address this, we provide a benchmark of the performance of semiempirical self-consistent-charge density functional tight-binding (SCC-DFTB) methods against density functional theory (DFT) for monolayer, serrated, AA-stacked and/or AB-stacked Zn3C6O6, Cd3C6O6, Zn-NH-MOF, and Ni3(HITP)2 MOFs. Harmonic lattice dynamics calculations, including partial atomic contributions to phonon dispersions, are evaluated with both SCC-DFTB and DFT, whereas anharmonic transport (i.e., thermal conductivity) is evaluated with SCC-DFTB only. Our findings further suggest that unlike the other stacking geometries modeled, serrated Zn3C6O6, serrated Zn-NH-MOF, and wavy serrated Ni3(HITP)2 represent stable geometries. While Zn3C6O6 and Zn-NH-MOF exhibit a higher power factor than Ni3(HITP)2 (as found in our previous work), Zn-NH-MOF shows lower thermal conductivity, resulting in the highest thermoelectric figure of merit (ZT) among the studied MOFs.

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SCC-DFTB 与标准 DFT 的基准研究,为热电应用中的二维 MOFs 建立声学特性模型。
尽管晶格热导率建模在预测热电(TE)特性方面非常重要,但由于计算成本高昂,有关二维金属有机框架(MOFs)热传输的计算数据,尤其是第一性原理的计算数据仍然有限。为了解决这个问题,我们针对单层、锯齿状、AA 层和/或 AB 层 Zn3C6O6、Cd3C6O6、Zn-NH-MOF 和 Ni3(HITP)2 MOFs,提供了半经验自洽电荷密度泛函紧密结合(SCC-DFTB)方法与密度泛函理论(DFT)的性能基准。利用 SCC-DFTB 和 DFT 对谐波晶格动力学计算进行了评估,包括声子色散的部分原子贡献,而非谐波传输(即热传导率)仅利用 SCC-DFTB 进行了评估。我们的研究结果进一步表明,锯齿状 Zn3C6O6、锯齿状 Zn-NH-MOF 和波浪状锯齿状 Ni3(HITP)2 与其他建模的堆叠几何形状不同,它们代表了稳定的几何形状。虽然 Zn3C6O6 和 Zn-NH-MOF 的功率因数高于 Ni3(HITP)2(正如我们之前的研究发现的那样),但 Zn-NH-MOF 的热导率较低,因此在所研究的 MOFs 中热电功勋值(ZT)最高。
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来源期刊
Journal of Chemical Theory and Computation
Journal of Chemical Theory and Computation 化学-物理:原子、分子和化学物理
CiteScore
9.90
自引率
16.40%
发文量
568
审稿时长
1 months
期刊介绍: The Journal of Chemical Theory and Computation invites new and original contributions with the understanding that, if accepted, they will not be published elsewhere. Papers reporting new theories, methodology, and/or important applications in quantum electronic structure, molecular dynamics, and statistical mechanics are appropriate for submission to this Journal. Specific topics include advances in or applications of ab initio quantum mechanics, density functional theory, design and properties of new materials, surface science, Monte Carlo simulations, solvation models, QM/MM calculations, biomolecular structure prediction, and molecular dynamics in the broadest sense including gas-phase dynamics, ab initio dynamics, biomolecular dynamics, and protein folding. The Journal does not consider papers that are straightforward applications of known methods including DFT and molecular dynamics. The Journal favors submissions that include advances in theory or methodology with applications to compelling problems.
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Issue Editorial Masthead A Multipole-Based Reactive Force Field for Hydrocarbons. Hyperparameter Optimization for Atomic Cluster Expansion Potentials. A Case Study of an Energy Barrier in Li-Ion Battery Cathode Material Using DFT and Post-HF Approaches. Benchmark Investigation of SCC-DFTB Against Standard DFT to Model Phononic Properties in Two-Dimensional MOFs for Thermoelectric Applications.
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