范德瓦尔斯力
单层
材料科学
NIST公司
维数之咒
密度泛函理论
体积模量
弹性模量
剥脱关节
纳米技术
复合材料
计算机科学
计算化学
物理
化学
石墨烯
分子
量子力学
机器学习
自然语言处理
作者
Kamal Choudhary,Gowoon Cheon,Evan J. Reed,Francesca Tavazza
出处
期刊:Physical review
[American Physical Society]
日期:2018-07-12
卷期号:98 (1)
被引量:109
标识
DOI:10.1103/physrevb.98.014107
摘要
In this work we present a high-throughput first-principles study of elastic properties of bulk and monolayer materials mainly using the vdW-DF-optB88 functional. We discuss the trends on the elastic response with respect to changes in dimensionality. We identify a relation between exfoliation energy and elastic constants for layered materials that can help to guide the search for vdW bonding in materials. We also predicted a few novel materials with auxetic behavior. The uncertainty in structural and elastic properties due to the inclusion of vdW interactions is discussed. We investigated 11 067 bulk and 257 monolayer materials. Lastly, we found that the trends in elastic constants for bulk and their monolayer counterparts can be very different. All the computational results are made publicly available at easy-to-use websites: https://www.ctcms.nist.gov/\ensuremath{\sim}knc6/JVASP.html and https://jarvis.nist.gov/. Our dataset can be used to identify stiff and flexible materials for industrial applications.
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