Composition‐structure‐property (C‐S‐P) approach, named as “glass structural gene modeling (GSgM), for glass database development and new glass design are detailed in this article. C‐S‐P modeling principle and modeling procedure are selectively demonstrated using two sets of phosphate glass systems with various modifications by SiO₂, B₂O₃, and La₂O₃. Finally, new glass design and a selective validation of the glass design are provided. The use of S‐P modeling approach, especially for single‐component studies of glass property responses in a highly nonlinear fashion, transforms one dimensional C‐P problem solving to modeling of multidimensional response space of the glass network structural groups or genes. The spectroscopically derived structural groups aided by statistical screening for significance result in better problem solving capability in the S‐P models as compared with C‐P models.

中文翻译：

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新玻璃设计的“基因”建模方法

本文详细介绍了用于玻璃数据库开发和新玻璃设计的名为“玻璃结构基因建模（GSgM）”的成分-结构-属性（C-S-P）方法。使用两组经过SiO ₂，B ₂ O ₃和La ₂ O ₃修饰的磷酸盐玻璃系统有选择地演示了C‐S‐P建模原理和建模程序。。最后，提供了新的玻璃设计和对玻璃设计的选择性验证。S‐P建模方法的使用，特别是用于以高度非线性方式对玻璃特性响应进行单组分研究，将一维C–P问题求解转换为对玻璃网络结构组或基因的多维响应空间进行建模。通过光谱筛选得出的结构组，通过统计学筛选显着性，与C-P模型相比，在S-P模型中具有更好的问题解决能力。