Scholar
Zhe Su
Google Scholar ID: RoWfGCEAAAAJ
Auburn University
Citations & Impact
Citations
104
H-index
7
i10-index
3
Publications
16
Co-authors
11
list available
Contact
Publications
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
- Published multiple papers, including but not limited to:
- - 'Topological Data Analysis and Topological Deep Learning Beyond Persistent Homology - A Review' (preprint)
- - 'Manifold Topological Deep Learning for Biomedical Data' (preprint)
- - 'Artificial intelligence approaches for anti-addiction drug discovery' (published)
- - 'Topology-preserving Hodge Decomposition in the Eulerian Representation' (published)
- - 'Persistent de Rham-Hodge Laplacians in Eulerian representation for manifold topological learning' (published)
- - 'Hodge decomposition of vector fields in Cartesian grids' (SIGGRAPH Asia 2024 Conference Papers)
- - And several other journal and conference papers.
Research Experience
- Previously a research associate at Michigan State University, working with Guowei Wei; held a postdoc position at the University of California, Los Angeles, where he worked with Shantanu Joshi.
Education
- PhD from Florida State University, supervised by Eric Klassen and Martin Bauer.
Background
- Currently an Assistant Professor at Auburn University. Research interests include Differential Geometry, Topological and Geometric Data Analysis, Shape Analysis, Data Science, and Machine Learning/Deep Learning. Aims to develop mathematical frameworks to address interdisciplinary problems in mathematics, data science, and machine learning.
