使用图形理论描述器对化铜特性进行预测建模.
Hafiz Muhammad Fraz1, Kashif Ali1, Muhammad Faisal Nadeem1
1Department of Mathematics, COMSATS University Islamabad, Lahore Campus, Lahore, Pakistan.
Scientific reports
|November 13, 2025
概括
本研究使用图形理论来分析铜 (CuI) 的结构和特性. 它模拟了用于材料设计的拓指数和物理化学性质之间的关系.
科学领域:
- 无机化学 无机化学
- 材料科学 材料科学 材料科学
- 计算化学计算化学
背景情况:
- 金属化物在各种应用中至关重要.
- 酸铜 (CuI) 是一种多用途的金属化物,用于合成,半导体,催化和云播种.
- 了解CuI的结构-属性关系是优化其应用的关键.
研究的目的:
- 使用图形理论方法分析铜 (CuI) 的结构性质.
- 开发回归模型,将拓指数与CuI的物理化学性质相关联.
- 通过图形表示来可视化这些结构-属性关系.
主要方法:
- 基于度的拓索引的应用 (扎格勒布,兰迪奇,波,索姆波尔,原子键连接).
- 开发回归模型,将拓指数与形成热量,分子量和密度联系起来.
- 使用图形方法 (线图,条形图,小提琴图,热图) 来进行数据可视化.
主要成果:
- 建立了铜酸的定量结构-属性关系.
- 确定了影响CuI物理化学特性的关键拓指数.
- 证明了图形理论在预测材料特性方面的实用性.
结论:
- 图形理论分析为化铜的结构性质相关性提供了宝贵的见解.
- 开发的模型可以帮助材料设计和优化CuI的各种技术应用.
- 这种计算方法为预测和定制无机化合物中的材料特性提供了一条途径.
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