Mathematical physics sits at the fascinating intersection where abstract equations meet the fundamental laws of our universe. This field uses rigorous mathematical tools to model everything from the behavior of subatomic particles to the curvature of spacetime, turning complex theories into testable predictions. It is the language through which physicists describe reality, bridging the gap between pure mathematics and physical observation.

On Gist.Science, we process every new preprint published in this category on arXiv to make these dense studies accessible to everyone. Whether you are a specialist or a curious reader, you will find both plain-language overviews and detailed technical summaries for each paper. Below are the latest mathematical physics papers from arXiv, curated to help you explore the cutting edge of theoretical science.

🔢 mathematics

Upper deviations of the Sherrington-Kirkpatrick free energy: the fifth-order law and the onset of constrained Parisi measures

This paper establishes the fifth-order asymptotic behavior of the constrained Parisi measure near zero, thereby rigorously confirming the predicted exp⁡(−Naδ6/5)\exp(-Na\delta^{6/5}) decay rate for upper deviations of the Sherrington-Kirkpatrick free energy and characterizing the onset of constrained measures across all inverse temperatures β>1\beta > 1.

Yan Ru Pei2026-10-06
🔢 mathematics

TAP states at upper deviations of the free energy: existence, localization and marginal stability in Ising spin glasses

This paper establishes that for mixed pp-spin Ising spin glasses, upper large deviations of the free energy are governed by generalized TAP critical points that exist without strict Plefka conditions, are localized near constrained Parisi obstacles, and exhibit marginal stability characterized by specific spectral properties of their Hessians.

Yan Ru Pei2026-10-06
🔢 mathematics

Quantum minimum description of density matrices

This paper establishes the minimal memory cost for compressing multiple copies of a density matrix with a known spectrum but unknown eigenbasis by deriving an additive constant through achievability via generalized Werner cloning maps and a converse based on quantitative Koashi–Imoto incompressibility, while also linking this cost to universal coding overhead and free entropy.

Patrick Hayden, Alexander Maloney, Jinzhao Wang, Yuxiang Yang2026-10-06
🔢 mathematics

Hypercontractivity and entropy decay for infinite-dimensional quantum Gibbs samplers

This paper establishes exponential relative-entropy decay rates for a broad class of infinite-dimensional quantum Gibbs samplers, including multimode Bose-Hubbard and Coulomb gas systems, by developing a perturbative stability theory for hypercontractive estimates and logarithmic Sobolev inequalities, while also demonstrating that a positive spectral gap does not necessarily imply finite-time L2L^2-to-LpL^p hypercontractivity.

Simon Becker, Cambyse Rouzé, Robert Salzmann2026-10-06