Zixuan Cang

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All published works

Action	Title	Year	Authors
+	Synchronized Optimal Transport for Joint Modeling of Dynamics Across Multiple Spaces	2025	Zixuan Cang Yanxiang Zhao
+ PDF Chat	Topological and geometric analysis of cell states in single-cell transcriptomic data	2024	Tram Huynh Zixuan Cang
+	Supervised Gromov-Wasserstein Optimal Transport	2024	Zixuan Cang Yaqi Wu Yanxiang Zhao
+ PDF Chat	AVIDA: An alternating method for visualizing and integrating data	2023	Kathryn Dover Zixuan Cang Anna Ma Qing Nie Roman Vershynin
+	Topological and geometric analysis of cell states in single-cell transcriptomic data	2023	Tram Huynh Zixuan Cang
+	Poisson-Boltzmann based machine learning (PBML) model for electrostatic analysis	2023	Jiahui Chen Yongjia Xu Xin Yang Zixuan Cang Weihua Geng Guo‐Wei Wei
+ PDF Chat	Supervised Optimal Transport	2022	Zixuan Cang Qing Nie Yanxiang Zhao
+	AVIDA: Alternating method for Visualizing and Integrating Data	2022	Kathryn Dover Zixuan Cang Anna Ma Qing Nie Roman Vershynin
+	Supervised Optimal Transport	2022	Zixuan Cang Qing Nie Yanxiang Zhao
+ PDF Chat	A review of mathematical representations of biomolecular data	2020	Duc Duy Nguyen Zixuan Cang Guo‐Wei Wei
+	Persistent Cohomology for Data With Multicomponent Heterogeneous Information	2020	Zixuan Cang Guo‐Wei Wei
+ PDF Chat	Mathematical deep learning for pose and binding affinity prediction and ranking in D3R Grand Challenges	2018	Duc Duy Nguyen Zixuan Cang Kedi Wu Menglun Wang Yin Ping Cao Guo‐Wei Wei
+ PDF Chat	Representability of algebraic topology for biomolecules in machine learning based scoring and virtual screening	2018	Zixuan Cang Lin Mu Guo‐Wei Wei
+	Evolutionary homology on coupled dynamical systems	2018	Zixuan Cang Elizabeth Munch Guo‐Wei Wei
+	Mathematical deep learning for pose and binding affinity prediction and ranking in D3R Grand Challenges	2018	Duc Duy Nguyen Zixuan Cang Kedi Wu Menglun Wang Yin Ping Cao Guo‐Wei Wei
+	Persistent cohomology for data with multicomponent heterogeneous information	2018	Zixuan Cang Guo‐Wei Wei
+ PDF Chat	TopologyNet: Topology based deep convolutional and multi-task neural networks for biomolecular property predictions	2017	Zixuan Cang Guo‐Wei Wei
+ PDF Chat	Analysis and prediction of protein folding energy changes upon mutation by element specific persistent homology	2017	Zixuan Cang Guo-Wei Wei
+	Topological fingerprints reveal protein-ligand binding mechanism	2017	Zixuan Cang Guo‐Wei Wei
+	Analysis and prediction of protein folding energy changes upon mutation by element specific persistent homology	2017	Zixuan Cang Guo‐Wei Wei
+ PDF Chat	A topological approach for protein classification	2015	Zixuan Cang Lin Mu Kedi Wu Kristopher Opron Kelin Xia Guo‐Wei Wei
+	A topological approach for protein classification	2015	Zixuan Cang Lin Mu Kedi Wu Kristopher Opron Kelin Xia Guo‐Wei Wei

Common Coauthors

Coauthor	Papers Together
Guo‐Wei Wei	11
Qing Nie	4
Kedi Wu	4
Duc Duy Nguyen	3
Lin Mu	3
Yanxiang Zhao	3
Tram Huynh	2
Anna Ma	2
Roman Vershynin	2
Kathryn Dover	2
Kelin Xia	2
Menglun Wang	2
Guo‐Wei Wei	2
Kristopher Opron	2
Yin Ping Cao	2
Weihua Geng	1
Elizabeth Munch	1
Yanxiang Zhao	1
Jiahui Chen	1
Xin Yang	1
Yaqi Wu	1
Guo-Wei Wei	1
Yongjia Xu	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Persistent topology for cryo‐EM data analysis	2015	Kelin Xia Guo‐Wei Wei	9
+ PDF Chat	Multidimensional persistence in biomolecular data	2015	Kelin Xia Guo‐Wei Wei	9
+ PDF Chat	Barcodes: The persistent topology of data	2007	Robert Ghrist	8
+ PDF Chat	Object-oriented persistent homology	2015	Bao Wang Guo‐Wei Wei	8
+ PDF Chat	TopologyNet: Topology based deep convolutional and multi-task neural networks for biomolecular property predictions	2017	Zixuan Cang Guo‐Wei Wei	8
+ PDF Chat	Persistent homology analysis of protein structure, flexibility, and folding	2014	Kelin Xia Guo‐Wei Wei	8
+ PDF Chat	Computing Persistent Homology	2004	Afra Zomorodian Gunnar Carlsson	8
+ PDF Chat	Persistent homology for the quantitative prediction of fullerene stability	2014	Kelin Xia Xin Feng Yiying Tong Wei Guo	7
+ PDF Chat	Analysis and prediction of protein folding energy changes upon mutation by element specific persistent homology	2017	Zixuan Cang Guo-Wei Wei	7
+	A topological measurement of protein compressibility	2014	Marcio Gameiro Yasuaki Hiraoka Shunsuke Izumi Miroslav Kramár Konstantin Mischaikow Vidit Nanda	6
+ PDF Chat	Topological methods for exploring low-density states in biomolecular folding pathways	2009	Yuan Yao Jian Sun Xuhui Huang Gregory R. Bowman Satwinder Singh Michael Lesnick Leonidas Guibas Vijay S. Pande Gunnar Carlsson	6
+ PDF Chat	Representability of algebraic topology for biomolecules in machine learning based scoring and virtual screening	2018	Zixuan Cang Lin Mu Guo‐Wei Wei	6
+ PDF Chat	Morse Theory for Filtrations and Efficient Computation of Persistent Homology	2013	Konstantin Mischaikow Vidit Nanda	6
+ PDF Chat	Persistent cohomology and circular coordinates	2009	Vin de Silva Mikael Vejdemo‐Johansson	6
+	PERSISTENCE BARCODES FOR SHAPES	2005	Gunnar Carlsson Afra Zomorodian Anne M. Collins Leonidas Guibas	6
+ PDF Chat	Zigzag Persistence	2010	Gunnar Carlsson Vin de Silva	6
+	javaPlex: A Research Software Package for Persistent (Co)Homology	2014	Henry Adams Andrew Tausz Mikael Vejdemo‐Johansson	6
+ PDF Chat	Distributed Computation of Persistent Homology	2013	Ulrich Bauer Michael Kerber Jan Reininghaus	5
+ PDF Chat	Multiresolution persistent homology for excessively large biomolecular datasets	2015	Kelin Xia Zhixiong Zhao Guo-Wei Wei	5
+	The theory of multidimensional persistence	2007	Gunnar Carlsson Afra Zomorodian	5
+	Persistent homology for kernels, images, and cokernels	2009	David Cohen‐Steiner Herbert Edelsbrunner John Harer Dmitriy Morozov	5
+ PDF Chat	Proximity of persistence modules and their diagrams	2009	Frédéric Chazal David Cohen‐Steiner Marc Glisse Leonidas Guibas Steve Oudot	5
+	Persistent Intersection Homology	2010	Paul Bendich John Harer	5
+ PDF Chat	Extending Persistence Using Poincaré and Lefschetz Duality	2009	David Cohen‐Steiner Herbert Edelsbrunner John Harer	5
+ PDF Chat	Stability of Persistence Diagrams	2006	David Cohen‐Steiner Herbert Edelsbrunner John Harer	5
+	Scikit-learn: Machine Learning in Python	2012	Fabián Pedregosa Gaël Varoquaux Alexandre Gramfort Vincent Michel Bertrand Thirion Olivier Grisel Mathieu Blondel Peter Prettenhofer Ron J. Weiss Vincent Dubourg	5
+	Zigzag persistent homology and real-valued functions	2009	Gunnar Carlsson Vin de Silva Dmitriy Morozov	4
+ PDF Chat	Computing Topological Persistence for Simplicial Maps	2014	Tamal K. Dey Fengtao Fan Yusu Wang	4
+	Geometric and potential driving formation and evolution of biomolecular surfaces	2008	Peter W. Bates Zhan Chen Yuhui Sun Guo‐Wei Wei Shan Zhao	4
+ PDF Chat	Multiresolution Topological Simplification	2015	Kelin Xia Zhixiong Zhao Guo-Wei Wei	4
+ PDF Chat	A distance for similarity classes of submanifolds of a Euclidean space	1990	Patrizio Frosini	4
+ PDF Chat	Sliding Windows and Persistence: An Application of Topological Methods to Signal Analysis	2014	José A. Perea John Harer	4
+ PDF Chat	A Mayer–Vietoris Formula for Persistent Homology with an Application to Shape Recognition in the Presence of Occlusions	2011	Barbara Di Fabio Claudia Landi	4
+ PDF Chat	Regularized Discrete Optimal Transport	2014	Sira Ferradans Nicolas Papadakis Gabriel Peyré Jean–François Aujol	3
+ PDF Chat	Knot theory and DNA	1992	D. W. Sumners	3
+ PDF Chat	Persistent homology of complex networks	2009	Danijela Horak Slobodan Maletić Milan Rajković	3
+ PDF Chat	A fast algorithm for constructing topological structure in large data	2012	Xu Liu Zheng Xie Dongyun Yi	3
+	Algebraic topology	2001	Allen Hatcher	3
+	Persistent Homology for The Quantitative Prediction of Fullerene Stability	2014	Kelin Xia Xin Feng Yiying Tong Guo Wei We	3
+	Computing Multidimensional Persistence	2009	Gunnar Carlsson Satwinder Singh Afra Zomorodian	3
+ PDF Chat	A Topological View of Unsupervised Learning from Noisy Data	2011	Partha Niyogi Stephen T. Smale Shmuel Weinberger	3
+ PDF Chat	The impact of surface area, volume, curvature, and Lennard–Jones potential to solvation modeling	2016	Duc Duy Nguyen Guo‐Wei Wei	3
+ PDF Chat	Quantitative Toxicity Prediction Using Topology Based Multitask Deep Neural Networks	2018	Kedi Wu Guo‐Wei Wei	3
+ PDF Chat	A topological approach for protein classification	2015	Zixuan Cang Lin Mu Kedi Wu Kristopher Opron Kelin Xia Guo‐Wei Wei	3
+ PDF Chat	The Theory of Multidimensional Persistence	2009	Gunnar Carlsson Afra Zomorodian	3
+	Persistence barcodes for shapes	2004	Gunnar Carlsson Afra Zomorodian Anne D. Collins Leonidas Guibas	2
+	Toxicity Prediction using Deep Learning	2015	Thomas Unterthiner Andreas Mayr Günter Klambauer Sepp Hochreiter	2
+	Unzerlegbare Darstellungen I	1972	Peter Gabriel	2
+	Multi-task Neural Networks for QSAR Predictions	2014	George E. Dahl Navdeep Jaitly Ruslan Salakhutdinov	2
+	Polar factorization and monotone rearrangement of vector‐valued functions	1991	Yann Brenier	2