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Quantum Wasserstein topologies and applications

  • Thierry Paul (Ecole Polytechnique)
E1 05 (Leibniz-Saal)

Abstract

After having exhibited some lack of pertinence of standard Hilbert-Schmidt or trace class (or more general $L^p$-Schatten class) topologies usually used for linear PDEs, I will present a quantum notion of the Wasserstein-Monge-Kantorovich distance of order two canonically obtained through a simple dictionary between classical and quantum mathematical paradigms. This will lead to a quantum definition of optimal transport, actually shown to be ¨cheaper¨ than the classical one e.g. for the bi-partite problem and to make sense in situations where the standard classical (Brenier's) one fails to be true. As a bi-product I will show how quantization can be seen as a kind of Wasserstein geodesic path between a classical function and a quantum operator, thanks to a ¨semiquantum¨ Legendre transform.

No quantum mechanics prerequisites will be necessary for following the lecture.

Upcoming Events of this Seminar

  • Dienstag, 11.03.25 tba with Jianfeng Lu
  • Dienstag, 11.03.25 tba with Steffen Börm
  • Dienstag, 06.05.25 tba with Ilya Chevyrev
  • Dienstag, 03.06.25 tba with Mate Gerencser