Xia, Kelin
- Persistent Homology for The Quantitative Prediction of Fullerene Stability
2014/12/07 by Xia, Kelin, Feng, Xin, Tong, Yiying +1 · 4 citations
#Biomolecules (q-bio.BM) #FOS: Biological sciences
- Multidimensional persistence in biomolecular data
2014/12/24 by Kelin Xia, Guo‐Wei Wei, Xia, Kelin +1 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomolecules (q-bio.BM) #Cell Image Analysis Techniques #FOS: Biological sciences #Metabolomics and Mass Spectrometry Studies #Topological and Geometric Data Analysis
- Persistent Dirac for molecular representation
2023/02/05 by JunJie Wee, Wee, JunJie, Ginestra Bianconi +3 · 8 citations
Computer Science · #Biomolecules (q-bio.BM) #FOS: Biological sciences #Geochemistry and Geologic Mapping #Topological and Geometric Data Analysis
- Weighted persistent homology for biomolecular data analysis
2019/03/07 by Zhenyu Meng, Meng, Zhenyu, D. Vijay Anand +7 · 4 citations
Computer Science · Mathematics · #Biomolecules (q-bio.BM) #FOS: Biological sciences #Homotopy and Cohomology in Algebraic Topology #Topological and Geometric Data Analysis
- Flexibility-Rigidity Index for Protein-Nucleic Acid Flexibility and Fluctuation Analysis
2015/10/26 by Kristopher Opron, Opron, Kristopher, Kelin Xia +5 · 3 citations
Biochemistry, Genetics and Molecular Biology · Physics and Astronomy · #Biomolecules (q-bio.BM) #FOS: Biological sciences #Force Microscopy Techniques and Applications #Protein Structure and Dynamics #RNA and protein synthesis mechanisms
- Persistent-Homology-based Machine Learning and its Applications -- A\n Survey
2018/11/01 by Chi Seng Pun, Kelin Xia, Pun, Chi Seng +3 · 3 citations
Computer Science · Medicine · Biochemistry, Genetics and Molecular Biology · #Topological and Geometric Data Analysis #Clusterin in disease pathology #Bioinformatics and Genomic Networks
- A topological approach for protein classification
2015/10/04 by Cang, Zixuan, Mu, Lin, Wu, Kedi +3 · 3 citations
#Biomolecules (q-bio.BM) #FOS: Biological sciences
- Persistent topology for cryo-EM data analysis
2014/12/07 by Xia, Kelin, Wei, Guo-Wei · 2 citations
#Biomolecules (q-bio.BM) #FOS: Biological sciences
- Multiresolution topological simplification
2015/03/31 by Xia, Kelin, Zhao, Zhixiong, Wei, Guo-Wei · 2 citations
#Biomolecules (q-bio.BM) #FOS: Biological sciences
- Curvature-enhanced Graph Convolutional Network for Biomolecular Interaction Prediction
2023/06/23 by Shen, Cong, Ding, Pingjian, Wee, Junjie +3 · 4 citations
#Artificial Intelligence (cs.AI) #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM)
- Weighted persistent homology for osmolyte molecular aggregation and hydrogen-bonding network analysis
2019/07/14 by D. Vijay Anand, Kelin Xia, Anand, D Vijay +3 · 2 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · Medicine · #Topological and Geometric Data Analysis #Protein Structure and Dynamics #Alzheimer's disease research and treatments
- Integration of persistent Laplacian and pre-trained transformer for protein solubility changes upon mutation
2023/10/28 by JunJie Wee, Jiahui Chen, Wee, JunJie +5 · 1 voice · 2 citations
Biochemistry, Genetics and Molecular Biology · Mathematics · #Algebraic Topology (math.AT) #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Mathematics #math.AT #q-bio.BM
- Molecular geometric deep learning
2023/06/22 by Cong Shen, Shen, Cong, Jiawei Luo +3 · 2 citations
Computer Science · Environmental Science · Materials Science · #Artificial Intelligence (cs.AI) #Chemistry and Chemical Engineering #Computational Drug Discovery Methods #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
- Molecule Graph Networks with Many-body Equivariant Interactions
2024/06/19 by Mao, Zetian, Hu, Chuan-Shen, Li, Jiawen +5 · 2 citations
#FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci)
- TopoQA: a topological deep learning-based approach for protein complex structure interface quality assessment
2024/10/23 by Bingqing Han, Han, Bingqing, Yipeng Zhang +7 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Bioinformatics and Genomic Networks #Biomolecules (q-bio.BM) #Computational Drug Discovery Methods #FOS: Biological sciences #Protein Structure and Dynamics
- Commutative algebra-enhanced topological data analysis
2025/04/12 by Cameron Hu, Yu Wang, Hu, Chuanshen +7 · 1 citation
Computer Science · Medicine · #Topological and Geometric Data Analysis #Clusterin in disease pathology