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K

Kelin Xia

nanyang technological university

30H指数
143论文数
3.0K被引数
收录论文 50
发表时间
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Quotient-complex transformer for perovskite data analysis商复形变换器用于钙钛矿数据分析
errCell Reports Physical Science
IF7.3
err2026-04-06
err0
errOAAI
errXinyu You; Xiang Liu; Chuan-Shen Hu; Kelin Xia; Tze Chien Sum
err分享
err收藏
Molecular Topological Deep Learning for Polymer Property Prediction用于聚合物性质预测的分子拓扑深度学习
errACS NANO
IF16
err2026-01-01
err0
PREAI
errShen, Cong; Zhang, Yipeng; Er, Tze Kwang Gerald; Han, Fei; Goto, Atsushi; Xia, Kelin
err分享
err收藏
The Hodge Laplacian advances inference of single-cell trajectoriesHodge Laplacian促进了单细胞轨迹的推断
errNature Methods
IF32.1
err2025-10-23
err0
PREAI
errKelin Xia
err分享
err收藏
Kolmogorov–Arnold graph neural networks for molecular property predictionKolmogorov–Arnold图神经网络用于分子性质预测
errNature Machine Intelligence
IF23.9
err2025-08-11
err0
errOAAI
errLonglong Li; Yipeng Zhang; Guanghui Wang; Kelin Xia
err分享
err收藏
Topology-Enhanced Machine Learning Model (Top-ML) for Anticancer Peptide Prediction拓扑增强机器学习模型（Top-ML）用于抗癌肽预测
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2025-04-14
err0
errOAAI
errTan, Joshua Zhi En; Wee, JunJie; Gong, Xue; Xia, Kelin
err分享
err收藏
A cohomology-based Gromov-Hausdorff metric approach for quantifying molecular similarity
errSCIENTIFIC REPORTS
IF3.9
err2025-03-26
err0
errOAAI
errWee, Junjie; Gong, Xue; Tuschmann, Wilderich; Xia, Kelin
err分享
err收藏
Join Persistent Homology (JPH)-Based Machine Learning for Metalloprotein-Ligand Binding Affinity Prediction
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2025-03-01
err0
PREAI
errWang, Yaxing; Liu, Xiang; Zhang, Yipeng; Wang, Xiangjun; Xia, Kelin
err分享
err收藏
Quotient Complex (QC)-Based Machine Learning for 2D Hybrid Perovskite Design
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2025-01-09
err0
PREAI
errHu, Chuan-Shen; Mayengbam, Rishikanta; Xia, Kelin; Sum, Tze Chien
err分享
err收藏
Multi-Cover Persistence (MCP)-based machine learning for polymer property prediction
errBRIEFINGS IN BIOINFORMATICS
IF7.7
err2024-09-25
err0
errOAAI
errZhang, Yipeng; Shen, Cong; Xia, Kelin
err分享
err收藏
Geometric data analysis-based machine learning for two-dimensional perovskite design
errCOMMUNICATIONS MATERIALS
IF9.6
err2024-06-21
err3
errOAAI
errHu, Chuan-Shen; Mayengbam, Rishikanta; Wu, Min-Chun; Xia, Kelin; Sum, Tze Chien
err分享
err收藏
Integration of persistent Laplacian and pre-trained transformer for protein solubility changes upon mutation突变后蛋白质溶解度变化的持续拉普拉斯和预训练变压器的整合
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2024-02-01
err3
errOAAI
errWee, Junjie; Chen, Jiahui; Xia, Kelin; Wei, Guo-Wei
err分享
err收藏
Molecular geometric deep learning
errCELL REPORTS METHODS
IF4.5
err2023-11-01
err5
errOAAI
errShen, Cong; Luo, Jiawei; Xia, Kelin
err分享
err收藏
Persistent Dirac for molecular representation
errSCIENTIFIC REPORTS
IF3.9
err2023-07-11
err17
errOAAI
errWee, Junjie; Bianconi, Ginestra; Xia, Kelin
err分享
err收藏
Multiscale Topological Indices for the Quantitative Prediction of SARS CoV-2 Binding Affinity Change upon Mutations
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2023-06-29
err3
PREAI
errBi, Jialin; Wee, JunJie; Liu, Xiang; Qu, Cunquan; Wang, Guanghui; Xia, Kelin
err分享
err收藏
Fingerprint-Enhanced Graph Attention Network (FinGAT) Model for Antibiotic Discovery
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2023-05-11
err14
PREAI
errChoo, Hou Yee; Wee, JunJie; Shen, Cong; Xia, Kelin
err分享
err收藏
Persistent Tor-algebra for protein-protein interaction analysis
errBRIEFINGS IN BIOINFORMATICS
IF7.7
err2023-02-15
err4
PREAI
errLiu, Xiang; Feng, Huitao; Lu, Zhi; Xia, Kelin
err分享
err收藏
Topological feature engineering for machine learning based halide perovskite materials design
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2022-09-22
err35
errOAAI
errAnand, D. Vijay; Xu, Qiang; Wee, JunJie; Xia, Kelin; Sum, Tze Chien
err分享
err收藏
Where Nanosensors Meet Machine Learning: Prospects and Challenges in Detecting Disease X纳米传感器在哪里遇到机器学习: 检测疾病X的前景和挑战
errACS NANO
IF16
err2022-09-06
err28
errOAAI
errLeong, Yong Xiang; Tan, Emily Xi; Leong, Shi Xuan; Koh, Charlynn Sher Lin; Nguyen, Lam Bang Thanh; Chen, Jaslyn Ru Ting; Xia, Kelin; Ling, Xing Yi
err分享
err收藏
Hom-Complex-Based Machine Learning (HCML) for the Prediction of Protein-Protein Binding Affinity Changes upon Mutation
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2022-08-30
err11
PREAI
errLiu, Xiang; Feng, Huitao; Wu, Jie; Xia, Kelin
err分享
err收藏
Multiphysical graph neural network (MP-GNN) for COVID-19 drug design用于新型冠状病毒肺炎药物设计的多物理图神经网络 (mp-gnn)
errBRIEFINGS IN BIOINFORMATICS
IF7.7
err2022-06-14
err20
PREAI
errLi, Xiao-Shuang; Liu, Xiang; Lu, Le; Hua, Xian-Sheng; Chi, Ying; Xia, Kelin
err分享
err收藏

研究方向

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合作学者
合作期刊
T
Tze Chien Sum
H 指数: 101 · 论文数: 448
Z
Zhan Chen
H 指数: 81 · 论文数: 697
华先胜 封面图
华先胜 (Xian‐Sheng Hua)
H 指数: 72 · 论文数: 583
王
王光辉 (Guanghui Wang)
H 指数: 69 · 论文数: 584
G
Ginestra Bianconi
H 指数: 66 · 论文数: 325
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