A Mollification Approach to Ramified Transport and Tree Shape Optimization
Alberto Bressan, Giacomo Vecchiato, Ludmil Zikatanov

TL;DR
This paper introduces a mollification algorithm for numerically computing optimal irrigation patterns, providing regularization and convergence results, and applies it to optimize tree root and branch shapes.
Contribution
It develops a mollification-based regularization method for irrigation cost functionals and demonstrates its effectiveness in shape optimization problems.
Findings
Proved lower semicontinuity and Gamma-convergence of the mollified functional.
Successfully applied the method to optimize tree root and branch shapes.
Provided a regularized framework for numerical computation of irrigation patterns.
Abstract
The paper analyzes a mollification algorithm, for the numerical computation of optimal irrigation patterns. This provides a regularization of the standard irrigation cost functional, in a Lagrangian framework. Lower semicontinuity and Gamma-convergence results are proved. The technique is then applied to some numerical optimization problems, related to the optimal shape of tree roots and branches.
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.
