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Ising Model Parameter Estimation with Confidence Evaluation Using the Exchange Monte Carlo Method

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We propose a method to evaluate confidence of estimation of both the Ising coupling constant and observation noise intensity from the observed spin states. The Ising model has a variety… Click to show full abstract

We propose a method to evaluate confidence of estimation of both the Ising coupling constant and observation noise intensity from the observed spin states. The Ising model has a variety of applicat...

Keywords: method; ising model; confidence; model parameter; estimation

Journal Title: Journal of the Physical Society of Japan
Year Published: 2019

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