Weighted persistent homology for biomolecular data analysis

In this paper, we systematically review weighted persistent homology (WPH) models and their applications in biomolecular data analysis. Essentially, the weight value, which reflects physical, chemical and biological properties, can be assigned to vertices (atom centers), edges (bonds), or higher ord...

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Main Authors: Meng, Zhenyu, Anand, D. Vijay, Lu, Yunpeng, Wu, Jie, Xia, Kelin
其他作者: School of Physical and Mathematical Sciences
格式: Article
語言:English
出版: 2021
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在線閱讀:https://hdl.handle.net/10356/146211
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機構: Nanyang Technological University
語言: English