Zixuan Cang
Orcid: 0000-0002-9951-5586
According to our database1,
Zixuan Cang
authored at least 14 papers
between 2017 and 2024.
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Bibliography
2024
Topological and geometric analysis of cell states in single-cell transcriptomic data.
Briefings Bioinform., 2024
2023
J. Comput. Sci., April, 2023
2022
2021
A multiscale model via single-cell transcriptomics reveals robust patterning mechanisms during early mammalian embryo development.
PLoS Comput. Biol., 2021
Scan-IT: Domain segmentation of spatial transcriptomics images by graph neural network.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021
2020
SIAM J. Math. Data Sci., 2020
A topology-based network tree for the prediction of protein-protein binding affinity changes following mutation.
Nat. Mach. Intell., 2020
Evolutionary homology on coupled dynamical systems with applications to protein flexibility analysis.
J. Appl. Comput. Topol., 2020
2019
Mathematical deep learning for pose and binding affinity prediction and ranking in D3R Grand Challenges.
J. Comput. Aided Mol. Des., 2019
2018
Representability of algebraic topology for biomolecules in machine learning based scoring and virtual screening.
PLoS Comput. Biol., 2018
Protein pocket detection via convex hull surface evolution and associated Reeb graph.
Bioinform., 2018
2017
TopologyNet: Topology based deep convolutional and multi-task neural networks for biomolecular property predictions.
PLoS Comput. Biol., 2017
Analysis and prediction of protein folding energy changes upon mutation by element specific persistent homology.
Bioinform., 2017