Optimal Transport of a Free Quantum Particle and its Shape Space Interpretation
Bernadette Lessel

TL;DR
This paper explores the connection between solutions of the free Schrödinger equation and optimal transport theory, revealing that such solutions form geodesics in shape space, with calculations of Wasserstein distance and Fisher information.
Contribution
It demonstrates that free Schrödinger solutions can be interpreted as geodesics in shape space using optimal transport, linking quantum mechanics and geometric shape analysis.
Findings
Solutions form absolutely continuous curves in Wasserstein space
Optimal transport maps and Wasserstein distances are computed
Solutions are geodesics in shape space
Abstract
A solution of the free Schr\"odinger equation is investigated by means of Optimal transport. The curve of probability measures this solution defines is shown to be an absolutely continuous curve in the Wasserstein space . The optimal transport map from to , the cost for this transport (i.e. the Wasserstein distance) and the value of the Fisher information along are being calculated. It is finally shown that this solution of the free Schr\"odinger equation can naturally be interpreted as a curve in so-called Shape space, which forgets any positioning in space but only describes properties of shapes. In Shape space, continues to be a shortest path geodesic.
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
TopicsGeometric Analysis and Curvature Flows · Statistical Mechanics and Entropy · Noncommutative and Quantum Gravity Theories
