Persistent spectral hypergraph based machine learning (PSH-ML) for protein-ligand binding affinity prediction

by Liu, Xiang, Feng, Huitao, Wu, Jie, Xia, Kelin
Published 2022

Persistent-homology-based machine learning: a survey and a comparative study

by Pun, Chi Seng, Lee, Si Xian, Xia, Kelin
Published 2022

Hom-complex-based machine learning (HCML) for the prediction of protein–protein binding affinity changes upon mutation

by Liu, Xiang, Feng, Huitao, Wu, Jie, Xia, Kelin
Published 2022

Generalized flexibility-rigidity index

by Nguyen, Duc Duy, Xia, Kelin, Wei, Guo-Wei
Published 2016

Dowker complex based machine learning (DCML) models for protein-ligand binding affinity prediction

by Liu, Xiang, Feng, Huitao, Wu, Jie, Xia, Kelin
Published 2022

Understanding changes in the topology and geometry of financial market correlations during a market crash

by Yen, Peter Tsung-Wen, Xia, Kelin, Cheong, Siew Ann
Published 2022

Variational Multiscale Models for Charge Transport

by Wei, Guo-Wei, Zheng, Qiong, Chen, Zhan, Xia, Kelin
Published 2016

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

by Pun, Chi Seng, Yong, Brandon Yung Sin, Xia, Kelin
Published 2021

Weighted persistent homology for osmolyte molecular aggregation and hydrogen-bonding network analysis

by Anand, D. Vijay, Meng, Zhenyu, Xia, Kelin, Mu, Yuguang
Published 2021

Fingerprint-enhanced graph attention network (FinGAT) model for antibiotic discovery

by Choo, Hou Yee, Wee, Junjie, Shen, Cong, Xia, Kelin
Published 2023

Laplacian spectra of persistent structures in Taiwan, Singapore, and US stock markets

by Yen, Peter Tsung-Wen, Xia, Kelin, Cheong, Siew Ann
Published 2023

A new method for the construction of coarse-grained models of large biomolecules from low-resolution cryo-electron microscopy data

by Zhang, Yuwei, Xia, Kelin, Cao, Zexing, Gräter, Frauke, Xia, Fei
Published 2021

Coarse-grained simulation of mechanical properties of single microtubules with micrometer length

by Zha, Jinyin, Zhang, Yuwei, Xia, Kelin, Gräter, Frauke, Xia, Fei
Published 2021

Flexibility and rigidity index for chromosome packing, flexibility and dynamics analysis

by Peng, Jiajie, Yang, Jinjin, Anand, D. Vijay, Shang, Xuequn, Xia, Kelin
Published 2022

Hodge theory-based biomolecular data analysis

by Koh, Ronald Joon Wei, Wee, Junjie, Laurent, Valerie Evangelin, Xia, Kelin
Published 2022

Weighted persistent homology for biomolecular data analysis

by Meng, Zhenyu, Anand, D. Vijay, Lu, Yunpeng, Wu, Jie, Xia, Kelin
Published 2021

Topological feature engineering for machine learning based halide perovskite materials design

by Anand, D. Vijay, Xu, Qiang, Wee, Junjie, Xia, Kelin, Sum, Tze Chien
Published 2023

Structure-based multilevel descriptors for high-throughput screening of elastomers

by Deng, Siyan, Chen, Chao, Li, Ke, Chen, Xi, Xia, Kelin, Li, Shuzhou
Published 2024

Curvature-enhanced graph convolutional network for biomolecular interaction prediction

by Shen, Cong, Ding, Pingjian, Wee, Junjie, Bi, Jialin, Luo, Jiawei, Xia, Kelin
Published 2024

A topological approach for protein classification

by Cang, Zixuan, Mu, Lin, Wu, Kedi, Opron, Kristopher, Xia, Kelin, Wei, Guo-Wei
Published 2016