An invitation to the Euler characteristic transform
E Munch - The American Mathematical Monthly, 2025 - Taylor & Francis
The Euler characteristic transform (ECT) is a simple to define yet powerful representation of
shape. The idea is to encode an embedded shape by tracking how the Euler characteristic …
shape. The idea is to encode an embedded shape by tracking how the Euler characteristic …
Efficient graph reconstruction and representation using augmented persistence diagrams
Persistent homology is a tool that can be employed to summarize the shape of data by
quantifying homological features. When the data is an object in $\mathbb {R}^ d $, the …
quantifying homological features. When the data is an object in $\mathbb {R}^ d $, the …
Beyond Persistent Homology: More Discriminative Persistent Invariants
L Zhou - 2023 - search.proquest.com
Persistent homology has been an important tool in topological and geometrical data
analysis to study the shape of data. However, its ability to differentiate between various …
analysis to study the shape of data. However, its ability to differentiate between various …
[HTML][HTML] Decomposing filtered chain complexes: Geometry behind barcoding algorithms
Abstract In Topological Data Analysis, filtered chain complexes enter the persistence
pipeline between the initial filtering of data and the final persistence invariants extraction. It …
pipeline between the initial filtering of data and the final persistence invariants extraction. It …
Orthogonal M\" obius Inversion and Grassmannian Persistence Diagrams
We introduce the notion of Orthogonal M\" obius Inversion, a custom-made analog to M\"
obius inversion on the poset of intervals $\mathsf {Int}(P) $ of a linear poset $ P $. This …
obius inversion on the poset of intervals $\mathsf {Int}(P) $ of a linear poset $ P $. This …
Faithful sets of topological descriptors and the algebraic K-theory of multi-parameter zig-zag grid persistence modules
AK Schenfisch - 2023 - scholarworks.montana.edu
Given a geometric simplicial complex, the uncountable set of (augmented) persistence
diagrams corresponding to lower-star filtrations taken with respect to all possible directions …
diagrams corresponding to lower-star filtrations taken with respect to all possible directions …
Algebraic-Combinatorial Perspectives on Persistence: Functorial Constructions via Möbius Inversion and Galois Connections
AB Güelen - 2024 - search.proquest.com
One perspective for studying the foundations of Topological Data Analysis (TDA) involves
investigating it through the lens of algebraic combinatorics. Mobius inversion stands out as …
investigating it through the lens of algebraic combinatorics. Mobius inversion stands out as …