‪Kelin Xia‬ -巨人学术搜索‬‬

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Guo-Wei WeiMSU Foundation Professor, Mathematics, Biochemistry & Molecular Biology, Electrical & Computer在 msu.edu 的电子邮件经过验证
JunJie WeeVisiting Assistant Professor at Department of Mathematics, Michigan State University在 msu.edu 的电子邮件经过验证
Xiang LiuDepartment of Mathematics, Michigan State University在 msu.edu 的电子邮件经过验证
Jie WuBeijing Institute of Mathematical Sciences and Applications在 bimsa.cn 的电子邮件经过验证
meng zhanProfessor of School of Electrical and Electronic Engineering, Huazhong University of Science and在 hust.edu.cn 的电子邮件经过验证
Lin MuUniversity of Georgia在 uga.edu 的电子邮件经过验证
Cong ShenNational University of Singapore在 nus.edu.sg 的电子邮件经过验证
Tze Chien SUM (岑子健)Professor of Physics, Nanyang Technological University, Singapore在 ntu.edu.sg 的电子邮件经过验证
Ying ChiDirector of Alibaba DAMO Academy AI Center Healthcare Intelligence在 alibaba-inc.com 的电子邮件经过验证
Xian-Sheng Hua (华先胜)(IEEE Fellow)Terminus Group在 tslsmart.com 的电子邮件经过验证
Le LuAlibaba DAMO Academy, IEEE Fellow, MICCAI Board Member (2021-2024)在 alibaba-inc.com 的电子邮件经过验证
Xing Yi LingNanyang Technological University, Singapore在 ntu.edu.sg 的电子邮件经过验证
Duc Duy NguyenAssociate Professor at Department of Mathematics, University of Tennessee, Knoxville在 utk.edu 的电子邮件经过验证
Chuan-Shen HuPostdoctoral Research fellow in Nanyang Technological University在 ntu.edu.sg 的电子邮件经过验证
Krasimira Tsaneva-AtanasovaProfessor of Mathematics for Healthcare, University of Exeter在 exeter.ac.uk 的电子邮件经过验证
Ginestra BianconiProfessor, Queen Mary University of London在 maths.qmul.ac.uk 的电子邮件经过验证
Jiajie PengNorthwestern Polytechnical University;Harvard Medical School;Harbin Institute of Technology在 bwh.harvard.edu 的电子邮件经过验证
Jiahui ChenAssistant Professor at Department of Mathematical Sciences, University of Arkansas在 uark.edu 的电子邮件经过验证
Rishikanta MayengbamNanyang Technological University Singapore在 ntu.edu.sg 的电子邮件经过验证
Wee Peng TayNanyang Technological University在 ntu.edu.sg 的电子邮件经过验证

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Kelin Xia

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

在 ntu.edu.sg 的电子邮件经过验证 - 首页

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


标题按引用次数排序按年份排序按标题排序	引用次数引用次数	年份
Persistent homology analysis of protein structure, flexibility, and folding K Xia, GW Wei International journal for numerical methods in biomedical engineering 30 (8 …, 2014	315	2014
Persistent-homology-based machine learning: a survey and a comparative study CS Pun, SX Lee, K Xia Artificial Intelligence Review, 1-45, 2022	203*	2022
Persistent spectral–based machine learning (PerSpect ML) for protein-ligand binding affinity prediction Z Meng, K Xia Science advances 7 (19), eabc5329, 2021	160	2021
Variational multiscale models for charge transport GW Wei, Q Zheng, Z Chen, K Xia siam REVIEW 54 (4), 699-754, 2012	144	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	137	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	129	2015
Multiscale multiphysics and multidomain models—Flexibility and rigidity K Xia, K Opron, GW Wei The Journal of chemical physics 139 (19), 2013	107	2013
Multidimensional persistence in biomolecular data K Xia, GW Wei Journal of computational chemistry 36 (20), 1502-1520, 2015	101	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	98	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	81	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	63	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	51	2021
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	50	2015
Multiresolution persistent homology for excessively large biomolecular datasets K Xia, Z Zhao, GW Wei The Journal of chemical physics 143 (13), 2015	50	2015
Multiphysical graph neural network (MP-GNN) for COVID-19 drug design XS Li, X Liu, L Lu, XS Hua, Y Chi, K Xia Briefings in bioinformatics 23 (4), bbac231, 2022	49	2022
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	49	2021
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	49	2021
Where nanosensors meet machine learning: Prospects and challenges in detecting Disease X YX Leong, EX Tan, SX Leong, CS Lin Koh, LB Thanh Nguyen, ... ACS nano 16 (9), 13279-13293, 2022	45	2022
Multiscale geometric modeling of macromolecules I: Cartesian representation K Xia, X Feng, Z Chen, Y Tong, GW Wei Journal of Computational Physics 257, 912-936, 2014	45	2014

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