三维和二维材料的形成与稳定性

IF 4.5 2区 材料科学 Q1 CRYSTALLOGRAPHY
Mona Layegh, Peng Yan, Joseph W. Bennett
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引用次数: 0

摘要

随着高性能计算机的出现和普及、材料信息学的进步以及计算架构和算法的改进,建模在材料科学领域的应用变得越来越普遍和经济。仅在过去十年中,计算能力就为材料发现带来了许多突破:改进的光伏技术、新型功能纳米材料、更高效的可充电电池以及可定制的催化表面等等。在各种计算工具中,基于密度泛函理论(DFT)的第一原理计算已被广泛应用于高通量计算分析,以更好地了解新材料和现有材料的形成、特性和稳定性。DFT 方法的优点是成本低廉、速度快,而且能够捕捉原子尺度上的细微差别。由于 DFT 计算是在 0 K 和真空条件下进行的,因此需要考虑热力学修正,以符合实验室和使用过程中的实际操作条件。这些热力学修正已经应用了二十多年,为分析不同气态环境下的表面结构、空位形成和稳定性提供了宝贵的指导。DFT 与实验修正的结合大大提高了其灵活性,因为它可用于生成特定元素和多组分固体在水中的稳定性条件。本文献综述将全面介绍与热力学相结合的第一原理 DFT 计算,以及它们在二维材料及其表面和界面表面反应性的设计、稳定性预测和表征方面的应用和研究。将特别强调二维材料在水环境中的行为,通过使用新创建的 DFT + 溶剂离子模型 (DSIM) 进行离子释放和吸附等过程,比较其表面转化热力学。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

The formation and stability of 3D and 2D materials

The formation and stability of 3D and 2D materials

With the emergence and popularity of high-performance computers, advances in materials informatics, and improvements in computing architectures and algorithms, the application of modeling in the field of materials science has become increasingly common and affordable. The ability to compute has benefited materials discovery in the last decade alone with many breakthroughs: improved photovoltaics, new functional nanomaterials, more efficient rechargeable batteries, and tailorable catalytic surfaces to name a few. Among various computing tools, first-principles calculations based on density functional theory (DFT) have been widely applied to high throughput computational analysis to better understand the formation, properties, and stability of new and existing materials. The advantages of DFT methods are that they are inexpensive, fast, and are capable of capturing nuances at the atomistic scale. Since DFT calculations are performed at 0 K and in vacuum, thermodynamic corrections need to be taken into account to match real world operating conditions in the laboratory and during use. These thermodynamic corrections have been applied for over twenty years and provided valuable guidance to the analysis of surface structure, vacancy formation, and stability across varying gaseous environments. The combination of DFT with experimental corrections significantly expands its flexibility as it can be used to generate stability conditions for specific elements and multi-component solids in water. This literature review will provide a thorough survey of first-principles DFT calculations combined with thermodynamics, as well as their application and research in the design, predicted stability, and characterization of 2D materials, their surfaces, and interfacial surface reactivity. A particular emphasis will be placed on the behavior of 2D materials in aqueous environments, comparing their surface transformation thermodynamics via processes such as ion release and adsorption using the newly created DFT + Solvent Ion Model (DSIM).

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来源期刊
Progress in Crystal Growth and Characterization of Materials
Progress in Crystal Growth and Characterization of Materials 工程技术-材料科学:表征与测试
CiteScore
8.80
自引率
2.00%
发文量
10
审稿时长
1 day
期刊介绍: Materials especially crystalline materials provide the foundation of our modern technologically driven world. The domination of materials is achieved through detailed scientific research. Advances in the techniques of growing and assessing ever more perfect crystals of a wide range of materials lie at the roots of much of today''s advanced technology. The evolution and development of crystalline materials involves research by dedicated scientists in academia as well as industry involving a broad field of disciplines including biology, chemistry, physics, material sciences and engineering. Crucially important applications in information technology, photonics, energy storage and harvesting, environmental protection, medicine and food production require a deep understanding of and control of crystal growth. This can involve suitable growth methods and material characterization from the bulk down to the nano-scale.
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