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建模真实的 TiO 纳米球:SCC-DFTB 与杂化 DFT 的基准研究。

Modelling realistic TiO nanospheres: A benchmark study of SCC-DFTB against hybrid DFT.

机构信息

Dipartimento di Scienza dei Materiali, Università di Milano-Bicocca, via Cozzi 55, 20125 Milano, Italy.

出版信息

J Chem Phys. 2017 Oct 28;147(16):164701. doi: 10.1063/1.4994165.

DOI:10.1063/1.4994165
PMID:29096504
Abstract

TiO nanoparticles (NPs) are nowadays considered fundamental building blocks for many technological applications. Morphology is found to play a key role with spherical NPs presenting higher binding properties and chemical activity. From the experimental point of view, the characterization of these nano-objects is extremely complex, opening a large room for computational investigations. In this work, TiO spherical NPs of different sizes (from 300 to 4000 atoms) have been studied with a two-scale computational approach. Global optimization to obtain stable and equilibrated nanospheres was performed with a self-consistent charge density functional tight-binding (SCC-DFTB) simulated annealing process, causing a considerable atomic rearrangement within the nanospheres. Those SCC-DFTB relaxed structures have been then optimized at the DFT(B3LYP) level of theory. We present a systematic and comparative SCC-DFTB vs DFT(B3LYP) study of the structural properties, with particular emphasis on the surface-to-bulk sites ratio, coordination distribution of surface sites, and surface energy. From the electronic point of view, we compare HOMO-LUMO and Kohn-Sham gaps, total and projected density of states. Overall, the comparisons between DFTB and hybrid density functional theory show that DFTB provides a rather accurate geometrical and electronic description of these nanospheres of realistic size (up to a diameter of 4.4 nm) at an extremely reduced computational cost. This opens for new challenges in simulations of very large systems and more extended molecular dynamics.

摘要

TiO 纳米粒子(NPs)如今被认为是许多技术应用的基本构建块。形态被发现起着关键作用,球形 NPs 具有更高的结合性能和化学活性。从实验的角度来看,这些纳米物体的特性非常复杂,为计算研究提供了广阔的空间。在这项工作中,我们使用两尺度计算方法研究了不同尺寸(300 至 4000 个原子)的 TiO 球形 NPs。使用自洽电荷密度泛函紧束缚(SCC-DFTB)模拟退火过程进行全局优化以获得稳定和平衡的纳米球,导致纳米球内发生相当大的原子重排。然后,使用 DFT(B3LYP)理论对那些 SCC-DFTB 弛豫结构进行优化。我们对结构特性进行了系统的和比较性的 SCC-DFTB 与 DFT(B3LYP)研究,特别强调了表面与体相的比例、表面位点的配位分布和表面能。从电子的角度来看,我们比较了 HOMO-LUMO 和 Kohn-Sham 隙、总态密度和投影态密度。总的来说,DFTB 与杂化密度泛函理论之间的比较表明,DFTB 以极低的计算成本,对这些实际尺寸(最大直径为 4.4nm)的纳米球提供了相当准确的几何和电子描述。这为更大系统的模拟和更广泛的分子动力学提出了新的挑战。

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