Kelin Xia

21PUBLICATIONS
25CO-AUTHORS
Polymerisation mechanismsStochastic analysis and modellingNeural networksBiomolecular modelling and designPhotovoltaic power systems
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Publications (21)

|Jan 01, 2026
Molecular Topological Deep Learning for Polymer Property Prediction.

Cong Shen, Yipeng Zhang, Tze Kwang Gerald Er

|Oct 23, 2025
The Hodge Laplacian advances inference of single-cell trajectories.

Kelin Xia

|Aug 09, 2025
Molecule Graph Networks with Many-Body Equivariant Interactions.

Zetian Mao, Chuan-Shen Hu, Jiawen Li

|Apr 14, 2025
Topology-Enhanced Machine Learning Model (Top-ML) for Anticancer Peptide Prediction.

Joshua Zhi En Tan, JunJie Wee, Xue Gong

|Mar 13, 2025
Join Persistent Homology (JPH)-Based Machine Learning for Metalloprotein-Ligand Binding Affinity Prediction.

Yaxing Wang, Xiang Liu, Yipeng Zhang

|Jan 09, 2025
Quotient Complex (QC)-Based Machine Learning for 2D Hybrid Perovskite Design.

Chuan-Shen Hu, Rishikanta Mayengbam, Kelin Xia

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Frequent Collaborators

4 joint publications

JunJie Wee

1 joint publications

Yuguang Mu

1 joint publications

John Zenghui Zhang

1 joint publications

Fei Xia