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.

Algorithmic Locality via Provable Convergence in Quantum Tensor Networks

This paper establishes the first rigorous end-to-end theory for tensor network belief propagation on strongly injective projected entangled pair states, proving that the algorithm converges efficiently and exhibits "algorithmic locality," which allows local perturbations to be handled via local recomputation and enables accurate approximation of physical quantities in polynomial time.

Siddhant Midha, Yifan F. Zhang, Daniel Malz, Dmitry A. Abanin, Sarang Gopalakrishnan2026-04-24🔢 math-ph

On crystallization in the plane for pair potentials with an arbitrary norm

This paper establishes that two-dimensional crystallization occurs for the Heitmann-Radin sticky disk potential under any arbitrary norm, proving that minimizers are affine transforms of triangular or square lattices determined by the norm's kissing number, while also constructing explicit pp-norm families for lattice crystallization and numerically identifying unexpected phase transitions in minimizers for Lennard-Jones and Epstein zeta potentials.

Laurent Bétermin (Université Claude Bernard Lyon 1), Camille Furlanetto (Université Claude Bernard Lyon 1)2026-04-23🔢 math-ph

Ti and Spi, Carrollian extended boundaries at timelike and spatial infinity

This paper defines invariant, Carrollian-geometric extended boundaries at timelike and spatial infinity (Ti and Spi) for asymptotically flat spacetimes, demonstrating their utility in characterizing asymptotic symmetries, realizing massive field scattering data, and naturally recovering the BMS and Poincaré groups along with Strominger's matching conditions.

Jack Borthwick, Maël Chantreau, Yannick Herfray2026-04-23⚛️ gr-qc

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⚛️ hep-th

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🔢 math-ph