2018年1月15日
Persistent homology and materials informatics
Nanoinformatics
- ,
- ,
- 開始ページ
- 75
- 終了ページ
- 95
- 記述言語
- 英語
- 掲載種別
- 記事・総説・解説・論説等（学術雑誌）
- DOI
- 10.1007/978-981-10-7617-6_5
- 出版者・発行元
- Springer Singapore
This paper provides an introduction to persistent homology and a survey of its applications to materials science. Mathematical prerequisites are limited to elementary linear algebra. Important concepts in topological data analysis such as persistent homology and persistence diagram are explained in a selfcontained manner with several examples. These tools are applied to glass structural analysis, crystallization of granular systems, and craze formation of polymers.
- ID情報
-
- DOI : 10.1007/978-981-10-7617-6_5
- ORCIDのPut Code : 40859125
- SCOPUS ID : 85045570521
- ORCIDで取得されたその他外部ID : a:1:{i:0;a:1:{s:4:"isbn";s:13:"9789811076169";}}