Statistical mechanics explores how the chaotic motion of countless tiny particles gives rise to the predictable laws governing heat, pressure, and phase transitions. This field bridges the gap between the microscopic world of atoms and the macroscopic reality we experience daily, offering deep insights into why materials behave the way they do.

On Gist.Science, we process every new preprint in this category as it appears on arXiv to make these complex findings accessible to everyone. For each paper, we provide both a plain-language explanation for the curious reader and a detailed technical summary for specialists, ensuring that groundbreaking research is never lost behind a wall of jargon.

Below are the latest papers in statistical mechanics, freshly curated and summarized to help you understand the cutting edge of this fascinating discipline.

⚛️ high-energy theory

Temporal Entanglement from Twist Correlators in 2d Conformal Field Theory and Holography

This paper establishes a field-theoretic framework for temporal entanglement entropy in 2D conformal field theories via analytic continuation of twist correlators, which holographically identifies boundary-anchored complex geodesics as the relevant bulk saddles and confirms a complex extremal surface prescription that accurately reproduces field theory results across various excited states and quenches while uniquely determining the quantized imaginary part of the entropy.

Alice Bernamonti, Federico Galli, Michal P. Heller, Fabio Ori, Alexandre Serantes2026-07-16
🔢 mathematics

An exactly solvable macroscopic fluctuation theory of single-file diffusion

This paper demonstrates that the macroscopic fluctuation theory for single-file diffusion, modeled as a gas of extended Brownian hard rods, is exactly solvable via a canonical transformation, enabling the explicit computation of large-deviation statistics for tracer position and integrated current in both continuum and lattice exclusion models.

Sandeep Jangid, Soumyabrata Saha, Kapil Sharma, Jitendra Kethepalli, Benjamin Guiselin, Jacopo De Nardis, Tridib Sadhu2026-07-16
🔬 condensed matter

From stable periodic orbits to many-body chaos: doubly tunable prethermalization via engineering of an emergent band structure

This paper resolves the tension between linear stability and thermodynamic heating in periodically driven spin systems by demonstrating that perturbations around stable many-body periodic orbits exhibit an emergent quasiparticle band structure, enabling a "doubly tunable" prethermal regime whose lifetime is controlled by engineering the dispersion and momentum distribution of these modes.

Jianan Wang, Yang Hou, Andrea Pizzi, Johannes Knolle, Roderich Moessner, Hongzheng Zhao2026-07-15