Description
Optimal Transport on Quantum Structures, 1st ed. 2024
Bolyai Society Mathematical Studies Series, Vol. 29
Coordinators: Maas Jan, Rademacher Simone, Titkos Tamás, Virosztek Dániel
Language: EnglishSubject for Optimal Transport on Quantum Structures:
Keywords
Optimal transport; Quantum states; Gradient flows; Quantum entropy; Connes distance in non-commutative geometry; Quantum structures; Non-commutative mass transportation; Quantum channels; Quantum Wasserstein pseudo metric; Quantum Kantorovich duality; Quantum Gaussian channels; Quantum optimal transport; Many-body problems; Wasserstein space; Quantum Markov Semigroups; Quantum Gaussian states
286 p. · 15.5x23.5 cm · Hardback
Description
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The flourishing theory of classical optimal transport concerns mass transportation at minimal cost. This book introduces the reader to optimal transport on quantum structures, i.e., optimal transportation between quantum states and related non-commutative concepts of mass transportation. It contains lecture notes on
- classical optimal transport and Wasserstein gradient flows
- dynamics and quantum optimal transport
- quantum couplings and many-body problems
- quantum channels and qubits
These notes are based on lectures given by the authors at the "Optimal Transport on Quantum Structures" School held at the Erdös Center in Budapest in the fall of 2022. The lecture notes are complemented by two survey chapters presenting the state of the art in different research areas of non-commutative optimal transport.
Preface.- Chapter 1. An Introduction to Optimal Transport and Wasserstein Gradient Flows by Alessio Figalli.- Chapter 2. Dynamics and Quantum Optimal Transport:Three Lectures on Quantum Entropy and Quantum Markov Semigroups by Eric A. Carlen.- Chapter 3. Quantum Couplings and Many-body Problems by Francois Golse.- Chapter 4. Quantum Channels and Qubits by Giacomo De Palma and Dario Trevisan.- Chapter 5. Entropic Regularised Optimal Transport in a Noncommutative Setting by Lorenzo Portinale.- Chapter 6. Logarithmic Sobolev Inequalities for Finite Dimensional Quantum Markov Chains by Cambyse Rouzé.
Simone Rademacher is a researcher in mathematical physics. She received her doctoral degree from the University of Zurich and was a post-doctoral researcher at the Institute of Science and Technology Austria (ISTA). Currently, she is an interim professor at the Ludwig-Maximilians University Munich (LMU).
Tamás Titkos is a researcher at the HUN-REN Alfréd Rényi Institute of Mathematics. He holds a PhD degree from Eötvös Loránd University. He is the recipient of the Youth Award and the Alexits Prize of the Hungarian Academy of Sciences. His research interest is in functional analysis.Dániel Virosztek is a research fellow leading the Optimal Transport Research Group of the Rényi Institute. He got his Ph.D. degree in 2016 at TU Budapest and spent four years at the IST Austria as a postdoctoral researcher. He returned to Hungary with a HAS-Momentum grant in 2021. He is working on the geometry of classical and quantum optimal transport.