Regular biography
XIA Kelin is an Associate Professor at Nanyang Technological University, School of Physical and Mathematical Sciences, Department of Mathematics. Their research interests include mathematical modeling of bimolecular systems, topological data analysis, and scientific computing. They hold a PhD from the Graduate University of Chinese Academy of Sciences, China. Their profile can be accessed at the provided website, and their office is located at SPMS-MAS-05-18.
Scholar-generated biography
Kelin Xia is an Associate Professor at the School of Physical & Mathematical Sciences, Nanyang Technological University, specializing in topological data analysis, geometric data analysis, topological deep learning, and mathematical AI. His research focuses on applying topological methods to analyze complex data, particularly in the context of biomolecular systems and machine learning. Xia's work includes persistent homology, multiscale models, and graph neural networks to predict molecular properties, protein-ligand interactions, and material behaviors. His publications explore the integration of topology with AI for drug design, protein classification, and materials science, emphasizing the utility of topological features in enhancing predictive models.