Kelin Xia

ResearcherID ORCID

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 17

Top Venues

Journal of chemical information and modeling

Physical chemistry chemical physics : PCCP

PloS one

Science advances

Nanyang Technological University

Chinese Academy of Sciences (PHD)

This page only lists publications with an associated author ORCID identifier.

Affiliation History

Nanyang Technological University Jun 02 2016

Singapore

ASSISTANT PROFESSOR :: MATHEMATICS

Michigan State University Jan 01 2013 - May 30 2016

United States

VISITING ASSISTANT PROFESSOR :: MATHEMATICS

Education History

Chinese Academy of Sciences Sep 01 2007 - Jan 15 2013

China

PHD :: MATHEMATICS

Publications

Jialin Bi, JunJie Wee, Xiang Liu, Cunquan Qu, Guanghui Wang, Kelin Xia
Multiscale Topological Indices for the Quantitative Prediction of SARS CoV-2 Binding Affinity Change upon Mutations. Journal of chemical information and modeling (2023)
Hou Yee Choo, JunJie Wee, Cong Shen, Kelin Xia
Fingerprint-Enhanced Graph Attention Network (FinGAT) Model for Antibiotic Discovery. Journal of chemical information and modeling (2023)
Hou Yee Choo, JunJie Wee, Cong Shen, Kelin Xia
Fingerprint-Enhanced Graph Attention Network (FinGAT) Model for Antibiotic Discovery. Journal of chemical information and modeling 63 (10) (2023)
Hou Yee Choo, JunJie Wee, Cong Shen, Kelin Xia
Fingerprint-Enhanced Graph Attention Network (FinGAT) Model for Antibiotic Discovery. Journal of chemical information and modeling 63 (10) (2023)
Siyan Deng, Chao Chen, Ke Li, Xi Chen, Kelin Xia, ShuZhou Li
Structure-Based Multilevel Descriptors for High-throughput Screening of Elastomers. The journal of physical chemistry. B (2023)
Xiang Liu, Huitao Feng, Jie Wu, Kelin Xia
Hom -Complex-Based Machine Learning (HCML) for the Prediction of Protein-Protein Binding Affinity Changes upon Mutation. Journal of chemical information and modeling 62 (17) (2022)
Xiang Liu, Huitao Feng, Jie Wu, Kelin Xia
Dowker complex based machine learning (DCML) models for protein-ligand binding affinity prediction. PLoS computational biology 18 (4) (2022)
Yong Xiang Leong, Emily Xi Tan, Shi Xuan Leong, Charlynn Sher Lin Koh, Lam Bang Thanh Nguyen, Jaslyn Ru Ting Chen, Kelin Xia, Xing Yi Ling
Where Nanosensors Meet Machine Learning: Prospects and Challenges in Detecting Disease X. ACS nano 16 (9) (2022)
Peter Tsung-Wen Yen, Kelin Xia, Siew Ann Cheong
Understanding Changes in the Topology and Geometry of Financial Market Correlations during a Market Crash. Entropy (Basel, Switzerland) 23 (9) (2021)
JunJie Wee, Kelin Xia
Ollivier Persistent Ricci Curvature-Based Machine Learning for the Protein-Ligand Binding Affinity Prediction. Journal of chemical information and modeling 61 (4) (2021)
Zhenyu Meng, Kelin Xia
Persistent spectral-based machine learning (PerSpect ML) for protein-ligand binding affinity prediction. Science advances 7 (19) (2021)
Chi Seng Pun, Brandon Yung Sin Yong, Kelin Xia
Weighted-persistent-homology-based machine learning for RNA flexibility analysis. PloS one 15 (8) (2020)
Zhenliang Wu, Yuwei Zhang, John Zenghui Zhang, Kelin Xia, Fei Xia
Determining Optimal Coarse-Grained Representation for Biomolecules Using Internal Cluster Validation Indexes. Journal of computational chemistry 41 (1) (2019)
Kelin Xia, D Vijay Anand, Saxena Shikhar, Yuguang Mu
Persistent homology analysis of osmolyte molecular aggregation and their hydrogen-bonding networks. Physical chemistry chemical physics : PCCP 21 (37) (2019)
Kelin Xia
Sequence-based multiscale modeling for high-throughput chromosome conformation capture (Hi-C) data analysis. PloS one 13 (2) (2018)
Kelin Xia
Persistent homology analysis of ion aggregations and hydrogen-bonding networks. Physical chemistry chemical physics : PCCP 20 (19) (2018)
Kelin Xia, Zhiming Li, Lin Mu
Multiscale Persistent Functions for Biomolecular Structure Characterization. Bulletin of mathematical biology 80 (1) (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Kelin Xia