Kelin Xia

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Guo-Wei WeiMSU Foundation Professor, Mathematics, Biochemistry & Molecular Biology, Electrical & ComputerVerified email at msu.edu
JunJie WeeVisiting Assistant Professor at Department of Mathematics, Michigan State UniversityVerified email at msu.edu
Jie WuBeijing Institute of Mathematical Sciences and ApplicationsVerified email at bimsa.cn
Xiang LiuDepartment of Mathematics, Michigan State UniversityVerified email at msu.edu
meng zhanProfessor of School of Electrical and Electronic Engineering, Huazhong University of Science andVerified email at hust.edu.cn
Lin MuUniversity of GeorgiaVerified email at uga.edu
Ying ChiDirector of Alibaba DAMO Academy AI Center Healthcare IntelligenceVerified email at alibaba-inc.com
Xian-Sheng Hua (华先胜)(IEEE Fellow)Terminus GroupVerified email at tslsmart.com
Cong ShenNational University of SingaporeVerified email at nus.edu.sg
Tze Chien SUM (岑子健)Professor of Physics, Nanyang Technological University, SingaporeVerified email at ntu.edu.sg
Le LuAlibaba DAMO Academy, IEEE Fellow, MICCAI Board Member (2021-2024)Verified email at alibaba-inc.com
Duc Duy NguyenAssistant Professor at Department of Mathematics, University of KentuckyVerified email at g.uky.edu
Xing Yi LingNanyang Technological University, SingaporeVerified email at ntu.edu.sg
Krasimira Tsaneva-AtanasovaProfessor of Mathematics for Healthcare, University of ExeterVerified email at exeter.ac.uk
Ginestra BianconiProfessor, Queen Mary University of LondonVerified email at maths.qmul.ac.uk
Jiahui ChenAssistant Professor at Department of Mathematical Sciences, University of ArkansasVerified email at uark.edu
Rishikanta MayengbamNanyang Technological University SingaporeVerified email at ntu.edu.sg
Chuan-Shen HuPostdoctoral Research fellow in Nanyang Technological UniversityVerified email at ntu.edu.sg
Xue GongNanyang Technological UniversityVerified email at ntu.edu.sg
Duan ChenUniversity of North Carolina at CharlotteVerified email at uncc.edu

Kelin Xia

Associate Professor, School of Physical & Mathematical Sciences, Nanyang Technological University

Verified email at ntu.edu.sg - Homepage

Topological data analysis Geometric data analysis Machine learning Mathematical AI Molecular sciences


Title Sort by citations Sort by year Sort by 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	303	2014
Persistent-homology-based machine learning: a survey and a comparative study CS Pun, SX Lee, K Xia Artificial Intelligence Review, 1-45, 2022	178*	2022
Persistent spectral–based machine learning (PerSpect ML) for protein-ligand binding affinity prediction Z Meng, K Xia Science advances 7 (19), eabc5329, 2021	154	2021
Variational multiscale models for charge transport GW Wei, Q Zheng, Z Chen, K Xia siam REVIEW 54 (4), 699-754, 2012	139	2012
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	136	2015
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	123	2015
Multiscale multiphysics and multidomain models—Flexibility and rigidity K Xia, K Opron, GW Wei The Journal of chemical physics 139 (19), 2013	102	2013
Multidimensional persistence in biomolecular data K Xia, GW Wei Journal of computational chemistry 36 (20), 1502-1520, 2015	98	2015
Weighted persistent homology for osmolyte molecular aggregation and hydrogen-bonding network analysis DV Anand, Z Meng, K Xia, Y Mu Scientific reports 10 (1), 9685, 2020	91	2020
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	79	2014
Weighted persistent homology for biomolecular data analysis Z Meng, DV Anand, Y Lu, J Wu, K Xia Scientific reports 10 (1), 2079, 2020	78	2020
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	60	2021
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	48	2021
Multiresolution persistent homology for excessively large biomolecular datasets K Xia, Z Zhao, GW Wei The Journal of chemical physics 143 (13), 2015	48	2015
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	46	2015
Hypergraph-based persistent cohomology (HPC) for molecular representations in drug design X Liu, X Wang, J Wu, K Xia Briefings in Bioinformatics 22 (5), bbaa411, 2021	45	2021
Persistent spectral hypergraph based machine learning (PSH-ML) for protein-ligand binding affinity prediction X Liu, H Feng, J Wu, K Xia Briefings in Bioinformatics 22 (5), bbab127, 2021	44	2021
Persistent topology for cryo‐EM data analysis K Xia, GW Wei International Journal for Numerical Methods in Biomedical Engineering 31 (8), 2015	43	2015
Communication: Capturing protein multiscale thermal fluctuations K Opron, K Xia, GW Wei The Journal of chemical physics 142 (21), 2015	43	2015
Multiscale persistent functions for biomolecular structure characterization K Xia, Z Li, L Mu Bulletin of mathematical biology 80, 1-31, 2018	42	2018

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