Z Cooperband, R Ghrist, J Hansen - arXiv preprint arXiv:2311.12946, 2023 - arxiv.org
This paper introduces cellular sheaf theory to graphical methods and reciprocal constructions in structural engineering. The elementary mechanics and statics of trusses are …
Persistent topological Laplacians constitute a new class of tools in topological data analysis (TDA), motivated by the necessity to address challenges encountered in persistent …
Á Torras-Casas - Discrete & Computational Geometry, 2023 - Springer
We set up the theory for a distributed algorithm for computing persistent homology. For this purpose we develop linear algebra of persistence modules. We present bases of …
IHR Yoon, R Ghrist - arXiv preprint arXiv:2001.01623, 2020 - arxiv.org
A method is presented for the distributed computation of persistent homology, based on an extension of the generalized Mayer-Vietoris principle to filtered spaces. Cellular cosheaves …
Z Cooperband, M Lopez, B Schulze - arXiv preprint arXiv:2401.09392, 2024 - arxiv.org
This work extends the theory of reciprocal diagrams in graphic statics to frameworks that are invariant under finite group actions by utilizing the homology and representation theory of …
G Carlsson, A Dwaraknath, BJ Nelson - arXiv preprint arXiv:1911.10693, 2019 - arxiv.org
Over the past two decades, topological data analysis has emerged as a field of applied mathematics with new applications and algorithmic developments appearing rapidly. Two …
F Russold - arXiv preprint arXiv:2204.13446, 2022 - arxiv.org
We expand the toolbox of (co) homological methods in computational topology by applying the concept of persistence to sheaf cohomology. Since sheaves (of modules) combine …
Topological data analysis seeks to understand and utilize topological features of data, such as clusters and holes. One such problem is to characterize topological spaces from sampled …
Topological and geometrical methods are known for their capability to reduce noise and have achieved significant success in analyzing complex biological data. A key method in …