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

A computational phase diagram for the transverse field Ising model

This paper establishes a computational phase diagram for the transverse field Ising model by proving that approximating the partition function and Gibbs state observables is efficiently solvable by randomized classical algorithms when the spectral width of the interaction matrix satisfies a specific bound relative to the transverse field and temperature, while becoming NP-hard beyond this threshold.

Thuy-Duong Vuong2026-10-02
🔢 mathematics

Wasserstein Gradient Flows and Forward-Only Diffusion Are Not Enough for Multimodal Sampling

This paper argues that Wasserstein gradient flows and forward-only diffusion processes fundamentally fail to efficiently sample multimodal distributions because their purely local, gradient-driven dynamics inherit the same metastability and exponentially long mixing times as traditional diffusion, regardless of theoretical convergence guarantees or annealing schedules.

Daniel McBride, Pratik Khandagale, Cristina Garcia-Cardona, Yen Ting Lin2026-10-02
🔢 mathematics

Para families of orthogonal polynomials

This paper demonstrates that the representations of algebras provided by para-Krawtchouk, para-Racah, qq-para-Racah, and para-Bannai--Ito polynomials are reducible, decomposing into a direct sum of two irreducible modules associated with interlaced sub-lattices, thereby unifying the understanding of these para families and explaining their spectral pairing properties.

Stéphane Z. Beaulac, Nicolas Crampé, Quentin Labriet, Lucia Morey, Rafael I. Nepomechie, Luc Vinet2026-10-01