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

Universal geometric framework for black hole phase transitions: from multivaluedness to classification

This paper establishes a universal geometric framework linking the synchronized multivaluedness observed in black hole phase transitions to a three-sheeted covering structure arising from two non-degenerate critical points in the temperature function, thereby providing a rigorous classification scheme and a unified perspective on black hole thermodynamics and dynamics.

Shi-Hao Zhang, Zi-Yuan Li, Jing-Fei Zhang, Xin Zhang2026-06-16
🔢 mathematics

Structure-Informed Neural Operators for Long-Time Prediction of Parametric Hamiltonian PDEs

This paper proposes the Energy-Projection Fourier Neural Operator (EP-FNO), a structure-informed architecture that integrates invariant projection with residual FNO updates to significantly enhance long-time stability and accuracy in predicting parametric Hamiltonian PDEs by preserving conserved quantities and reducing phase errors.

Victory C. Obieke, Christopher Chukwuemeka, Emmanuel E. Oguadimma2026-06-16
🔢 mathematics

A High-Order Nyström Method for Coupled Boundary Integral Equations in Oblique-Incidence Scattering by Impedance Cylinders

This paper presents and analyzes a high-order Nyström method for solving the coupled boundary integral equations arising in oblique-incidence electromagnetic scattering by impedance cylinders, demonstrating its stability, accuracy, and effectiveness through rigorous theoretical convergence analysis and comprehensive numerical experiments.

Haochen Liu, Qinghao Yu2026-06-16
🔢 mathematics

Painleve XXXIV asymptotics for the defocusing mKdV equation with step-like initial data in transition regions

This paper employs the nonlinear steepest descent method on a Riemann-Hilbert problem to derive the long-time asymptotic expansion of the defocusing mKdV equation with step-like initial data in transition regions, revealing that the subleading term decays as O(t2/3)\mathcal{O}(t^{-2/3}) with a coefficient determined by the Painlevé XXXIV model.

Engui Fan, Zhaoyu Wang, Yidan Zhang2026-06-16
🔢 mathematics

Flowing to Normality and the Fate of the Single Ring Theorem

This paper investigates a non-Hermitian matrix model that interpolates between ensembles obeying the Single Ring Theorem and normal matrices, revealing that the theorem's breakdown occurs early in the flow while singular value statistics transition from Wigner-Dyson to Poissonian, and proposing a conjecture to reconstruct eigenvalue densities from singular values using random permutations.

Joshua Feinberg, Roman Riser, Richard Scalettar, Anthony Zee2026-06-16