Weighted-persistent-homology-based machine learning for RNA flexibility analysis

• Main Authors: Pun, Chi Seng, Yong, Brandon Yung Sin, Xia, Kelin
• Other Authors: School of Physical and Mathematical Sciences
• Format: Article
• Language: English
• Published: 2021
• Subjects: Science::Biological sciences; Machine Learning; Artificial Neural Networks
• Online Access: https://hdl.handle.net/10356/147087
• Institution: Nanyang Technological University

With the great significance of biomolecular flexibility in biomolecular dynamics and functional analysis, various experimental and theoretical models are developed. Experimentally, Debye-Waller factor, also known as B-factor, measures atomic mean-square displacement and is usually considered as an i...