Coarse-grained sensitivity for multiscale data assimilation.

Sugiura, Nozomi · Phys Rev E · 2016

basic_science · Level V

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Abstract

We show that the effective average action and its gradient are useful for solving multiscale data assimilation problems. We also present a procedure for numerically evaluating the gradient of the effective average action and demonstrate that the variational problem for slow degrees of freedom can be solved properly using the effective gradient.