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Home/Authors/Luca Messina

Luca Messina

1 indexed paper

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26

Top categories

Statistical Mechanics×1AI×1physics.comp-ph×1

Frequent co-authors

Baptiste Bernard1×
Eiji Kawasaki1×
Emeric Bourasseau1×

Research Timeline

2026
Thermodynamic properties of chemically disordered compounds via AI-driven estimation of partition function with the PULSE method

The paper introduces an improved PULSE method to efficiently estimate the thermodynamic properties of chemically disordered compounds by sampling and estimating the system's partition function, demonstrating high accuracy compared to traditional Monte Carlo methods.

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Papers

cond-mat.stat-mechcs.AIphysics.comp-phRecentMay 27, 2026

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

The paper introduces an improved PULSE method to efficiently estimate the thermodynamic properties of chemically disordered compounds by sampling and estimating the system's partition function, demons…

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