Energy minimizing maps with prescribed singularities and Gilbert-Steiner optimal networks
Sisto Baldo, Van Phu Cuong Le, Annalisa Massaccesi, Giandomenico, Orlandi

TL;DR
This paper explores the connection between energy-minimizing maps with singularities and optimal network problems like Steiner trees, establishing an equivalence through a homological Plateau problem framework.
Contribution
It generalizes previous work by linking variational problems for maps with singularities to optimal network problems via a homological approach.
Findings
Equivalence between energy minimization and optimal network problems.
Interpretation of branched transport as a homological Plateau problem.
Generalization of prior results by Brezis, Coron, and Lieb.
Abstract
We investigate the relation between energy minimizing maps valued into spheres having topological singularities at given points and optimal networks connecting them (e.g. Steiner trees, Gilbert-Steiner irrigation networks). We show the equivalence of the corresponding variational problems, interpreting in particular the branched optimal transport problem as a homological Plateau problem for rectifiable currents with values in a suitable normed group. This generalizes the pioneering work by Brezis, Coron and Lieb [10].
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsTopological and Geometric Data Analysis · Slime Mold and Myxomycetes Research
