Optimal prediction and the Mori–Zwanzig representation of irreversible processes

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Abstract
Optimal prediction methods compensate for a lack of resolution in the numerical solution of complex problems through the use of prior statistical information. We point out a relation between optimal prediction and the statistical mechanics of irreversible processes, and use a version of the Mori–Zwanzig formalism to produce a higher-order optimal prediction method.

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