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Xia, Kelin
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Showing results 26 to 45 of 46
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Issue Date
Title
Author(s)
2021
Ollivier persistent Ricci curvature-based machine learning for the protein-ligand binding affinity prediction
Wee, Junjie
;
Xia, Kelin
2023
Persistent Dirac for molecular representation
Wee, Junjie
;
Bianconi, Ginestra
;
Xia, Kelin
2018
Persistent homology analysis of ion aggregations and hydrogen-bonding networks
Xia, Kelin
2022
Persistent spectral based ensemble learning (PerSpect-EL) for protein-protein binding affinity prediction
Wee, Junjie
;
Xia, Kelin
2021
Persistent spectral hypergraph based machine learning (PSH-ML) for protein-ligand binding affinity prediction
Liu, Xiang
;
Feng, Huitao
;
Wu, Jie
;
Xia, Kelin
2022
Persistent spectral simplicial complex-based machine learning for chromosomal structural analysis in cellular differentiation
Gong, Weikang
;
Wee, Junjie
;
Wu, Min-Chun
;
Sun, Xiaohan
;
Li, Chunhua
;
Xia, Kelin
2021
Persistent spectral-based machine learning (PerSpect ML) for protein-ligand binding affinity prediction
Meng, Zhenyu
;
Xia, Kelin
2022
Persistent-homology-based machine learning: a survey and a comparative study
Pun, Chi Seng
;
Lee, Si Xian
;
Xia, Kelin
2019
Sequence- and structure-specific probing of RNAs by short nucleobase-modified dsRNA-binding PNAs incorporating a fluorescent light-up uracil analog
Krishna, Manchugondanahalli Shivakumar
;
Toh, Desiree-Faye Kaixin
;
Meng, Zhenyu
;
Ong, Alan Ann Lerk
;
Wang, Zhenzhang
;
Lu, Yunpeng
;
Xia, Kelin
;
Prabakaran, Mookkan
;
Chen, Gang
2018
Sequence-based multiscale modeling for high-throughput chromosome conformation capture (Hi-C) data analysis
Xia, Kelin
2013
Stochastic model for protein flexibility analysis
Xia, Kelin
;
Wei, Guo-Wei
2023
Structure-based multilevel descriptors for high-throughput screening of elastomers
Deng, Siyan
;
Chen, Chao
;
Li, Ke
;
Chen, Xi
;
Xia, Kelin
;
Li, Shuzhou
2015
A topological approach for protein classification
Cang, Zixuan
;
Mu, Lin
;
Wu, Kedi
;
Opron, Kristopher
;
Xia, Kelin
;
Wei, Guo-Wei
2022
Topological feature engineering for machine learning based halide perovskite materials design
Anand, D. Vijay
;
Xu, Qiang
;
Wee, Junjie
;
Xia, Kelin
;
Sum, Tze Chien
2019
Understanding attack trends from security blog posts using guided-topic model
Nagai, Tatsuya
;
Takita, Makoto
;
Furumoto, Keisuke
;
Shiraishi, Yoshiaki
;
Xia, Kelin
;
Takano, Yasuhiro
;
Mohri, Masami
;
Morii, Masakatu
2021
Understanding changes in the topology and geometry of financial market correlations during a market crash
Yen, Peter Tsung-Wen
;
Xia, Kelin
;
Cheong, Siew Ann
2012
Variational Multiscale Models for Charge Transport
Wei, Guo-Wei
;
Zheng, Qiong
;
Chen, Zhan
;
Xia, Kelin
2020
Weighted persistent homology for biomolecular data analysis
Meng, Zhenyu
;
Anand, D. Vijay
;
Lu, Yunpeng
;
Wu, Jie
;
Xia, Kelin
2020
Weighted persistent homology for osmolyte molecular aggregation and hydrogen-bonding network analysis
Anand, D. Vijay
;
Meng, Zhenyu
;
Xia, Kelin
;
Mu, Yuguang
2020
Weighted-persistent-homology-based machine learning for RNA flexibility analysis
Pun, Chi Seng
;
Yong, Brandon Yung Sin
;
Xia, Kelin