Kelin Xia
Nanyang Technological University(SG)
Publications by Year
Research Areas
Topological and Geometric Data Analysis, Protein Structure and Dynamics, Computational Drug Discovery Methods, Bioinformatics and Genomic Networks, Homotopy and Cohomology in Algebraic Topology
Most-Cited Works
- → Persistent homology analysis of protein structure, flexibility, and folding(2014)243 cited
- → Persistent spectral–based machine learning (PerSpect ML) for protein-ligand binding affinity prediction(2021)171 cited
- → Variational Multiscale Models for Charge Transport(2012)132 cited
- → Persistent homology for the quantitative prediction of fullerene stability(2014)115 cited
- → Persistent-homology-based machine learning: a survey and a comparative study(2022)102 cited
- → Multiscale multiphysics and multidomain models—Flexibility and rigidity(2013)102 cited
- → A topological approach for proteinclassification(2015)94 cited
- → Multidimensional persistence in biomolecular data(2015)87 cited
- → Fast and anisotropic flexibility-rigidity index for protein flexibility and fluctuation analysis(2014)74 cited
- → Weighted persistent homology for biomolecular data analysis(2020)74 cited