2422 papers
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.
This paper proposes a Bayesian framework that integrates neural-network priors based on node covariates into the inference of spreading processes on graphs, deriving a hybrid BP-AMP algorithm to demonstrate how combining structural dynamics with covariate information can enhance state recovery while revealing regimes of first-order phase transitions that create statistical-to-computational gaps.
This paper presents an exact solution for a spin-1/2 Ising chain with twin-diamond geometry, revealing five ground-state phases and distinctive dual pseudocritical features driven by competing local configurations and internal frustration.
This study utilizes numerical diagonalization to demonstrate that the intermediate phase between the exact dimer and Néel-ordered phases in the S=2 Heisenberg antiferromagnet on an orthogonal dimer lattice widens as the spin value increases.
This paper employs the closed-time-path formalism to derive a modified fluctuation-dissipation relation and a nonlinear Langevin equation for quantum Brownian motion with non-Gaussian noises arising from a system nonlinearly coupled to a harmonic oscillator environment, thereby providing a framework for analyzing non-Gaussian properties in fields like early universe cosmology and quantum optomechanics.
By demonstrating that entropy production is driven primarily by global dynamical constraints and geometry-induced probability flows rather than local stochastic disorder, this study redefines it as a diagnostic tool for detecting hidden irreversible structures in trajectory data.
This paper presents a unified, physically intuitive framework demonstrating how scaling invariance serves as a fundamental organizing principle that bridges geometry, nonlinear dynamics, and criticality across systems ranging from simple control parameters to complex chaotic phase transitions.
This paper elucidates the microscopic origins of interaction-enhanced diffusion and negative mobility in chiral fluids by demonstrating that strong chirality induces a reversed density wake around a driven tracer, providing a unified physical mechanism for these anomalous transport phenomena.
This paper demonstrates that an incoherently excited system of three dipole-coupled emitters arranged in an equilateral triangle spontaneously generates sub-Poissonian single-photon streams, a phenomenon driven not by dipole blockade but by the specific nature of the emitters' interaction with a thermal reservoir and high-order spatial interference effects at larger atomic intervals.
This paper theoretically uncovers the quantum version of thermophoresis by analytically deriving a thermophoretic force on a three-level trapped particle and numerically demonstrating its behavior across an N-site model, while also discussing the emergence of negative thermophoresis and the Dufour effect in the quantum regime.
By combining advanced quantum Monte Carlo simulations with a novel loop estimator for Rényi entanglement entropy, this study demonstrates that an SU() generalization of the Heisenberg antiferromagnet in 1+1 dimensions exhibits weak first-order pseudocriticality driven by proximity to a complex conformal field theory, a finding that accurately recovers the real part of the complex central charge for and reinterprets the dimerized phase of the spin-1 chain as pseudocritical.