cond-mat.stat-mech · 2026-05-28 · No. 11

Statistical Mechanics, 2026-05-28.

1 new papers in cond-mat.stat-mech. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    Thermodynamic properties of chemically disordered compounds via AI-driven estimation of partition function with the PULSE method

    Baptiste Bernard, Luca Messina, Eiji Kawasaki, Emeric Bourasseau

    cond-mat.stat-mech · cs.AI · physics.comp-ph

    In this article, we present an improved version of the PULSE method (Partition function Unsupervised Learning Sampling and Evaluation) for estimating the thermodynamic properties of chemically disordered compounds. The aim is to reduce the computational cost of Monte Carlo approaches for this type of material and to demonstrate that this generative tool can estimate thermodynamic properties by sampling and estimating the partition function of...

    arxiv.org/abs/2605.28594 · PDF

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