Kelin Xia

发表

Multiscale geometric modeling of macromolecules I: Cartesian representation

Yiying Tong, Guo-Wei Wei, Zhan Chen, 2014, J. Comput. Phys..

Multiresolution persistent homology for excessively large biomolecular datasets.

Guo-Wei Wei, Kelin Xia, Zhixiong Zhao, 2015, The Journal of chemical physics.

A Malicious Web Site Identification Technique Using Web Structure Clustering

Yasuhiro Takano, Masakatu Morii, Masami Mohri, 2019, IEICE Trans. Inf. Syst..

Matched interface and boundary method for elasticity interface problems

Guo-Wei Wei, Kelin Xia, Bao Wang, 2014, J. Comput. Appl. Math..

Multiresolution Topological Simplification

Guo-Wei Wei, Kelin Xia, Zhixiong Zhao, 2015, J. Comput. Biol..

Understanding Attack Trends from Security Blog Posts Using Guided-topic Model

Yasuhiro Takano, Masakatu Morii, Masami Mohri, 2019, J. Inf. Process..

Geometric and electrostatic modeling using molecular rigidity functions

Guo-Wei Wei, Lin Mu, Kelin Xia, 2017, J. Comput. Appl. Math..

Variational Multiscale Models for Charge Transport

Guo-Wei Wei, Qiong Zheng, Zhan Chen, 2012, SIAM Rev..

Second order method for solving 3D elasticity equations with complex interfaces

Guo-Wei Wei, Kelin Xia, Bao Wang, 2014, J. Comput. Phys..

MIB method for elliptic equations with multi-material interfaces

Guo-Wei Wei, Meng Zhan, Kelin Xia, 2011, J. Comput. Phys..

Persistent homology for the quantitative prediction of fullerene stability

Yiying Tong, Guo-Wei Wei, Xin Feng, 2014, J. Comput. Chem..

Adaptively deformed mesh based interface method for elliptic equations with discontinuous coefficients

Guo-Wei Wei, Decheng Wan, Meng Zhan, 2012, J. Comput. Phys..

Persistent spectral based machine learning (PerSpect ML) for drug design pdf

Zhenyu Meng, Kelin Xia, Kelin Xia, 2020, ArXiv.

Multiscale geometric modeling of macromolecules II: Lagrangian representation

Yiying Tong, Guo-Wei Wei, Zhan Chen, 2013, J. Comput. Chem..

Multidimensional persistence in biomolecular data

Guo-Wei Wei, Kelin Xia, Kelin Xia, 2014, J. Comput. Chem..

Finite volume formulation of the MIB method for elliptic interface problems

Guo-Wei Wei, Yin Cao, Kelin Xia, 2015, J. Comput. Appl. Math..

MIB Galerkin method for elliptic interface problems

Guo-Wei Wei, Meng Zhan, Kelin Xia, 2014, J. Comput. Appl. Math..

Flexibility–rigidity index for protein–nucleic acid flexibility and fluctuation analysis

Guo-Wei Wei, Kelin Xia, Kristopher Opron, 2015, J. Comput. Chem..

A topological approach for protein classification

Guo-Wei Wei, Kelin Xia, Kedi Wu, 2015, 1510.00953.

Multiscale Gaussian network model (mGNM) and multiscale anisotropic network model (mANM).

Guo-Wei Wei, Kelin Xia, Kristopher Opron, 2015, The Journal of chemical physics.

A Galerkin formulation of the MIB method for three dimensional elliptic interface problems

Guo-Wei Wei, Kelin Xia, Kelin Xia, 2014, Comput. Math. Appl..

Understanding Changes in the Topology and Geometry of Financial Market Correlations during a Market Crash

Siew Ann Cheong, Kelin Xia, Tsung-Wen Yen, 2021, Entropy.

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

Kelin Xia, Xiang Liu, Huitao Feng, 2021, Briefings Bioinform..

Neighborhood Complex Based Machine Learning (NCML) Models for Drug Design

Kelin Xia, Xiang Liu, Kelin Xia, 2021, iMIMIC/TDA4MedicalData@MICCAI.

Hypergraph-based persistent cohomology (HPC) for molecular representations in drug design

Kelin Xia, Xiang Liu, Jie Wu, 2021, Briefings Bioinform..

Ollivier Persistent Ricci Curvature-Based Machine Learning for the Protein-Ligand Binding Affinity Prediction

Kelin Xia, Junjie Wee, Kelin Xia, 2021, J. Chem. Inf. Model..

Fast random algorithms for manifold based optimization in reconstructing 3D chromosomal structures

Kelin Xia, Duan Chen, Shaoyu Li, 2021, Commun. Inf. Syst..

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

Xuequn Shang, Kelin Xia, D. Vijay Anand, 2021, Frontiers of Computer Science.

Predicting Chromosome Flexibility from the Genomic Sequence Based on Deep Learning Neural Networks

Xuequn Shang, Kelin Xia, Haiyin Piao, 2021, Current Bioinformatics.

A Unified Topological Approach to Data Science

Guo-Wei Wei, Kelin Xia, Jelena Grbi'c, 2021, 2103.16926.

Stochastic model for protein flexibility analysis.

Guo-Wei Wei, Kelin Xia, Kelin Xia, 2013, Physical review. E, Statistical, nonlinear, and soft matter physics.

Molecular nonlinear dynamics and protein thermal uncertainty quantification.

Guo-Wei Wei, Kelin Xia, 2014, Chaos.

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

Kelin Xia, Frauke Gräter, Zexing Cao, 2019, Physical chemistry chemical physics : PCCP.