Sequence-based multiscale modeling for high-throughput chromosome conformation capture (Hi-C) data analysis

por Xia, Kelin
Publicado 2018

Persistent spectral–based machine learning (PerSpect ML) for protein-ligand binding affinity prediction

por Meng, Zhenyu, Xia, Kelin
Publicado 2021

Persistent Dirac for molecular representation

por Wee, Junjie, Bianconi, Ginestra, Xia, Kelin
Publicado 2023

Molecular geometric deep learning

por Shen, Cong, Luo, Jiawei, Xia, Kelin
Publicado 2023

Ligand Binding Induces Agonistic-Like Conformational Adaptations in Helix 12 of Progesterone Receptor Ligand Binding Domain

por Zheng, Liangzhen, Xia, Kelin, Mu, Yuguang
Publicado 2019

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

por Liu, Xiang, Feng, Huitao, Wu, Jie, Xia, Kelin
Publicado 2022

Laplacian Spectra of Persistent Structures in Taiwan, Singapore, and US Stock Markets

por Yen, Peter Tsung-Wen, Xia, Kelin, Cheong, Siew Ann
Publicado 2023

Weighted persistent homology for osmolyte molecular aggregation and hydrogen-bonding network analysis

por Anand, D. Vijay, Meng, Zhenyu, Xia, Kelin, Mu, Yuguang
Publicado 2020

Weighted-persistent-homology-based machine learning for RNA flexibility analysis

por Pun, Chi Seng, Yong, Brandon Yung Sin, Xia, Kelin
Publicado 2020

Understanding Changes in the Topology and Geometry of Financial Market Correlations during a Market Crash

por Yen, Peter Tsung-Wen, Xia, Kelin, Cheong, Siew Ann
Publicado 2021

Integration of persistent Laplacian and pre-trained transformer for protein solubility changes upon mutation

por Wee, JunJie, Chen, Jiahui, Xia, Kelin, Wei, Guo-Wei
Publicado 2023

Coarse-Grained Simulation of Mechanical Properties of Single Microtubules With Micrometer Length

por Zha, Jinyin, Zhang, Yuwei, Xia, Kelin, Gräter, Frauke, Xia, Fei
Publicado 2021

Weighted persistent homology for biomolecular data analysis

por Meng, Zhenyu, Anand, D. Vijay, Lu, Yunpeng, Wu, Jie, Xia, Kelin
Publicado 2020

Hodge theory-based biomolecular data analysis

por Wei, Ronald Koh Joon, Wee, Junjie, Laurent, Valerie Evangelin, Xia, Kelin
Publicado 2022

Mathematical-based microbiome analytics for clinical translation

por Narayana, Jayanth Kumar, Mac Aogáin, Micheál, Goh, Wilson Wen Bin, Xia, Kelin, Tsaneva-Atanasova, Krasimira, Chotirmall, Sanjay H.
Publicado 2021