改变传统专家系统分析的方法, 运用信息学中的科学计量方法, 即基于信息学的第四研究范式,
客观, 全面地分析了高分子材料基因组领域的现状和发展趋势. 研究表明 …

Polymer material genomes approach can effectively shorten the research and development
cycle of new materials and reduce the research and development cost by building …

材料基因组旨在将计算工具, 数据库和实验工具有机结合, 缩短研发时间, 提高材料研发效率.
高分子材料因其结构独特性和复杂性阻碍了材料基因组在高分子材料领域的发展. 目前 …

生命基因组携带的遗传信息保证了生命系统新陈代谢和传宗接代的稳定性.
这是通过遗传中心法则对成千上万种天然蛋白质通过二十几种氨基酸单元序列的精准调控而 …

机器学习对高分子材料基因组的研究与发展有着重要作用. 它通过对高分子材料结构描述符的
设计与筛选, 材料数据库的完善以及聚合物分子结构标识符的发展等方法, 有效地构建分子链的 …

Under the guidance of the material genome initiative (MGI), the use of data‐driven methods
to discover new materials has become an innovation of materials science. The polymer …

High-performance polymer materials are the foundation of high-level technology
development and advanced manufacturing. Recently, polymeric material genome …

Abstract The Materials Genome Initiative has brought about a paradigm shift in the design
and discovery of novel materials. In a growing number of applications, the materials …

Polymeric materials with excellent performance are the foundation for developing high-level
technology and advanced manufacturing. Polymeric material genome engineering (PMGE) …

In recent years, material genome has been a hot topic in the field of material science. The
emergence of the term" material genome" was largely inspired by the successful Human …