An inverse problem in quantum statistical physics
Florian M\'ehats (IRMAR), Olivier Pinaud (ICJ)

TL;DR
This paper proves the uniqueness of the quantum free energy minimizer with a given local density in one dimension, establishing a rigorous foundation for local quantum equilibrium concepts used in quantum hydrodynamics.
Contribution
It provides the first proof of the unique minimizer of quantum free energy under local density constraints in one dimension, linking it to quantum thermodynamic equilibrium.
Findings
Unique minimizer exists in 1D for given local density
The minimizer is a quantum Maxwellian with a chemical potential
Supports the rigorous foundation of quantum hydrodynamic models
Abstract
We address the following inverse problem in quantum statistical physics: does the quantum free energy (von Neumann entropy + kinetic energy) admit a unique minimizer among the density operators having a given local density ? We give a positive answer to that question, in dimension one. This enables to define rigourously the notion of local quantum equilibrium, or quantum Maxwellian, which is at the basis of recently derived quantum hydrodynamic models and quantum drift-diffusion models. We also characterize this unique minimizer, which takes the form of a global thermodynamic equilibrium (canonical ensemble) with a quantum chemical potential.
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.
