KELIN XIA

Associate Professor

Nanyang Technological University (NTU)

Singapore

Research Interests

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Articles (13)

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2024

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2023

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2023

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2023

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2023

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2022

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2022

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2022

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2022

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2022

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2022

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2022

Year:

2022

Collaborators (2)

Xing Yi Ling

Nanyang Technological University (NTU)

SINGAPORE

View details

Tze Chien Sum

Professor

Nanyang Technological University (NTU)

SINGAPORE

View details

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KELIN XIA

Research Interests

Contact this professor

Articles (13)

Geometric data analysis-based machine learning for two-dimensional perovskite design

Multiscale Topological Indices for the Quantitative Prediction of SARS CoV-2 Binding Affinity Change upon Mutations

Fingerprint-Enhanced Graph Attention Network (FinGAT) Model for Antibiotic Discovery

Structure-Based Multilevel Descriptors for High-throughput Screening of Elastomers

Molecular geometric deep learning

Hodge theory-based biomolecular data analysis

Biomolecular Topology: Modelling and Analysis

Topological feature engineering for machine learning based halide perovskite materials design

<i>Hom</i>-Complex-Based Machine Learning (HCML) for the Prediction of Protein–Protein Binding Affinity Changes upon Mutation

Where Nanosensors Meet Machine Learning: Prospects and Challenges in Detecting Disease X

Multiphysical graph neural network (MP-GNN) for COVID-19 drug design

Persistent spectral simplicial complex-based machine learning for chromosomal structural analysis in cellular differentiation

Dowker complex based machine learning (DCML) models for protein-ligand binding affinity prediction

Collaborators (2)

Xing Yi Ling

Tze Chien Sum

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