Zixuan Cang

According to our database1, Zixuan Cang authored at least 11 papers between 2017 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2022
AVIDA: Alternating method for Visualizing and Integrating Data.
CoRR, 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
Persistent Cohomology for Data With Multicomponent Heterogeneous Information.
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


  Loading...