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20242026
most citedTopological Data Analysis and Topological Deep Learning Beyond Persistent Homology -- A Review

2 citations · 2 across the 8 of their papers we have counts for

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math.DG2024

Topology-preserving Hodge Decomposition in the Eulerian Representation

Zhe Su, Yiying Tong, Guo-Wei Wei

The Hodge decomposition is a fundamental result in differential geometry and algebraic topology, particularly in the study of differential forms on a Riemannian manifold. Despite e…

math.DG2024

Persistent de Rham-Hodge Laplacians in Eulerian representation for manifold topological learning

Zhe Su, Yiying Tong, Guo-Wei Wei

Recently, topological data analysis has become a trending topic in data science and engineering. However, the key technique of topological data analysis, i.e., persistent homology,…