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What you are observing is the critical slowdown - getting to the equilibrium near to the critical temperature is very hard because of huge fluctuations in the system. Therefore, as you are not averaging over enough runs, it is no wonder that you are getting very large deviations from the (expected) average values. This problem is less severe for more ...

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