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

The Ising Model Coupled to 2D Gravity: Critical Partition Function

This paper rigorously proves that the critical partition function of the Ising model coupled to 2D gravity converges to the τ\tau-function of the (3,4)(3,4) string equation by utilizing a steepest-descent analysis of a Riemann-Hilbert problem associated with biorthogonal polynomials, thereby confirming long-standing conjectures by Douglas, Shenker, Brézin, Kazakov, Gross, and Migdal.

Maurice Duits, Nathan Hayford, Seung-Yeop Lee2026-06-26
🔢 mathematics

An integrable approach to macroscopic fluctuation theory for the multispecies SSEP

This paper demonstrates that the macroscopic fluctuation theory for a multispecies symmetric simple exclusion process on an infinite line constitutes an integrable system of Landau–Lifshitz type, allowing the derivation of the current cumulant generating function and conditioned density profiles via inverse scattering methods, ultimately revealing that the generating function depends on a single scalar variable and coincides with the single-species result regardless of the number of particle species.

Luigi Cantini2026-06-26
⚛️ general relativity

A Shortest-Path Anisotropy Diagnostic for Black-Hole Graph Geometries

This paper introduces a shell-based shortest-path anisotropy statistic for graph discretizations of black-hole geometries, demonstrating that this measure exhibits a stable radial organization strongly correlated with the logarithmic Kretschmann profile across various black-hole families, thereby serving as a curvature-sensitive diagnostic distinct from universal pointwise curvature scalars.

Ariadna Uxue Palomino Ylla2026-06-26
🔢 mathematics

On a 5D UV completion of Argyres-Douglas theories

This paper presents a novel 5D UV completion for a class of Argyres-Douglas theories by embedding them into the renormalization group flow of 5D N=1\mathcal{N}=1 SCFTs on S1S^1, utilizing the (qq-)Painlevé/gauge theory correspondence to compute BPS partition functions and analyze the phase diagram, with explicit results provided for the E~1\tilde E_1 SCFT and its limit to the H0=(A1,A2)_0=(A_1,A_2) AD theory.

Giulio Bonelli, Pavlo Gavrylenko, Ideal Majtara, Alessandro Tanzini2026-06-25
🔢 mathematics

Three non-Hermitian random matrix universality classes of complex edge statistics: Spacing ratios and distributions

This paper analytically and numerically investigates three non-Hermitian random matrix universality classes (A, AI^\dag, and AII^\dag) by characterizing their complex edge statistics through spacing ratios and nearest-neighbour distributions, revealing varying degrees of level repulsion consistent with a 2D Coulomb gas description and confirming universal cubic repulsion in the small-argument limit.

Gernot Akemann, Georg Angermann, Noah Aygün, Adam Mielke, Patricia Päßler, Christoph Raitzig, Tobias Winkler2026-06-25