用于在广的化学空间中合理设计可合成的高度材料的混合度-度描述器
Dibyendu Dey1, Liangbo Liang2, Liping Yu1,3
1Department of Physics and Astronomy, University of Maine, Orono, Maine 04469, USA.
Journal of the American Chemical Society
|February 14, 2024
概括
一个新的描述器有效地预测可合成的高材料 (HEM). 该方法使用和因子来识别各种应用的新型HEM,加速材料的发现.
科学领域:
- 材料科学
- 计算材料科学
- 固态化学
背景情况:
- 高材料 (HEM) 由于其广泛的组合空间,为功能性材料设计提供了巨大的潜力.
- 确定稳定和可合成的HEM并建立可靠的设计规则仍然是该领域的重大挑战.
研究的目的:
- 在广泛的化学空间中开发一个高效和强大的描述器来预测可合成的高材料 (HEM).
- 通过使用第一原则计算,实现高吞吐量选.
主要方法:
- 基于相对形成和点缺陷形成能量谱的混合-描述器 (MEED) 的引入.
- 将MEED应用于3D岩盐碳化物和2D层硫化物,以验证其预测能力.
主要成果:
- 在研究的材料系统中,MEED成功地确定了所有实验报告的HEM.
- 为了评估HEM的合成性,建立了一个系统特定的切断标准.
- 预测出现了几十种新的高碳化物和二维高硫化物.
结论:
- MEED为预测可合成的HEM提供了一种高效且可靠的方法.
- 鉴定到的新型HEM显示出在航空航天涂料,能源转换/储存和灵活电子产品中的应用潜力.
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