Computing the partition function, ensemble averages, and density of states for lattice spin systems by sampling the mean

DOI10.1016/J.JCP.2013.05.001zbMath1349.65024OpenAlexW1987136713WikidataQ42544266 ScholiaQ42544266MaRDI QIDQ340872

Dirk Gillespie

Publication date: 15 November 2016

Published in: Journal of Computational Physics (Search for Journal in Brave)

Full work available at URL: http://europepmc.org/articles/pmc3737008

zbMATH Keywords

partition functionrandom samplingensemble averageslattice spin systems

Mathematics Subject Classification ID

Probabilistic models, generic numerical methods in probability and statistics (65C20) Lattice systems (Ising, dimer, Potts, etc.) and systems on graphs arising in equilibrium statistical mechanics (82B20)

Cites Work

• Existence of a phase-transition in a one-dimensional Ising ferromagnet
• Beitrag zur Theorie des Ferromagnetismus
• Equation of State Calculations by Fast Computing Machines
• Monte Carlo sampling methods using Markov chains and their applications
• Statistical Theory of Equations of State and Phase Transitions. II. Lattice Gas and Ising Model
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