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.

⚛️ high-energy theory

On non-relativistic integrable models and 4d SCFTs

This paper establishes a correspondence between the generalized Schur indices of 4d N=2N=2 and N=1N=1 superconformal field theories and the eigenfunctions of non-relativistic integrable models, such as the elliptic Ruijsenaars-Schneider and Inozemtsev systems, thereby deriving new mathematical identities and extending these relationships to various classes of SCFTs.

Rotem Ben Zeev, Anirudh Deb, Hee-Cheol Kim, Shlomo S. Razamat2026-04-23
🔢 mathematics

Predictivity and Utility of Neural Surrogates of Multiscale PDEs

This paper critically examines the limitations of neural surrogates for multiscale partial differential equations, arguing that their success is often confined to low-dimensional manifolds and that fundamental issues like spectral bias and irreversible information loss from coarse-graining prevent them from reliably generalizing to genuinely chaotic scenarios, while suggesting that their true value lies in specific hybrid approaches and improved reporting standards.

Karthik Duraisamy2026-04-23
🔢 mathematics

The Ising Model on a Two-Community Stochastic Block Model

This paper provides a complete characterization of the phase diagram for the Ising model on a two-community stochastic block model, detailing the almost sure uniqueness/non-uniqueness phase transition, the convergence of magnetization to specific Dirac mixtures in the supercritical regime, and the distinct fluctuation behaviors (Gaussian vs. non-Gaussian) in the subcritical and critical regions.

Alessandra Bianchi, Vanessa Jacquier, Matteo Sfragara2026-04-23
🔢 mathematics

Path integral formulation of finite-dimensional quantum mechanics in discrete phase space

This paper develops an exact path integral formulation for finite-dimensional quantum systems in discrete phase space, deriving a sum-over-paths propagator that captures full entanglement dynamics through coherent contributions from all fluctuation sectors, thereby overcoming the limitations of single-sector approximations and providing a framework for semiclassical simulation and non-classicality characterization.

Leonardo A. Pachon, Andres F. Gomez2026-04-23