Follow
Kelin Xia
Kelin Xia
Associate Professor, School of Physical & Mathematical Sciences, Nanyang Technological University
Verified email at ntu.edu.sg - Homepage
Title
Cited by
Cited by
Year
Persistent homology analysis of protein structure, flexibility, and folding
K Xia, GW Wei
International journal for numerical methods in biomedical engineering 30 (8 …, 2014
2772014
Variational multiscale models for charge transport
GW Wei, Q Zheng, Z Chen, K Xia
siam REVIEW 54 (4), 699-754, 2012
1352012
Persistent-homology-based machine learning: a survey and a comparative study
CS Pun, SX Lee, K Xia
Artificial Intelligence Review, 1-45, 2022
132*2022
Persistent spectral–based machine learning (PerSpect ML) for protein-ligand binding affinity prediction
Z Meng, K Xia
Science advances 7 (19), eabc5329, 2021
1242021
A topological approach for protein classification
Z Cang, L Mu, K Wu, K Opron, K Xia, GW Wei
Computational and Mathematical Biophysics 3 (1), 2015
1162015
Persistent homology for the quantitative prediction of fullerene stability
K Xia, X Feng, Y Tong, GW Wei
Journal of computational chemistry 36 (6), 408-422, 2015
1112015
Multiscale multiphysics and multidomain models—Flexibility and rigidity
K Xia, K Opron, GW Wei
The Journal of chemical physics 139 (19), 2013
942013
Multidimensional persistence in biomolecular data
K Xia, GW Wei
Journal of computational chemistry 36 (20), 1502-1520, 2015
902015
Fast and anisotropic flexibility-rigidity index for protein flexibility and fluctuation analysis
K Opron, K Xia, GW Wei
The Journal of chemical physics 140 (23), 2014
742014
Weighted persistent homology for biomolecular data analysis
Z Meng, DV Anand, Y Lu, J Wu, K Xia
Scientific reports 10 (1), 2079, 2020
632020
Ollivier persistent Ricci curvature-based machine learning for the protein–ligand binding affinity prediction
JJ Wee, K Xia
Journal of Chemical Information and Modeling 61 (4), 1617-1626, 2021
482021
Multiscale Gaussian network model (mGNM) and multiscale anisotropic network model (mANM)
K Xia, K Opron, GW Wei
The Journal of chemical physics 143 (20), 2015
452015
Multiresolution persistent homology for excessively large biomolecular datasets
K Xia, Z Zhao, GW Wei
The Journal of chemical physics 143 (13), 2015
452015
Communication: Capturing protein multiscale thermal fluctuations
K Opron, K Xia, GW Wei
The Journal of chemical physics 142 (21), 2015
422015
Persistent topology for cryo‐EM data analysis
K Xia, GW Wei
International Journal for Numerical Methods in Biomedical Engineering 31 (8), 2015
412015
Forman persistent Ricci curvature (FPRC)-based machine learning models for protein–ligand binding affinity prediction
JJ Wee, K Xia
Briefings in Bioinformatics 22 (6), bbab136, 2021
402021
Multiscale persistent functions for biomolecular structure characterization
K Xia, Z Li, L Mu
Bulletin of mathematical biology 80, 1-31, 2018
372018
MIB Galerkin method for elliptic interface problems
K Xia, M Zhan, GW Wei
Journal of computational and applied mathematics 272, 195-220, 2014
372014
Generalized flexibility-rigidity index
DD Nguyen, K Xia, GW Wei
The Journal of chemical physics 144 (23), 2016
362016
Multiresolution topological simplification
K Xia, Z Zhao, GW Wei
Journal of Computational Biology 22 (9), 887-891, 2015
362015
The system can't perform the operation now. Try again later.
Articles 1–20