Information theory for fields

Abstract

A physical field has an infinite number of degrees of freedom, as it has a field value at each location of a continuous space. Knowing a field exactly from finite measurements alone is therefore impossible. Prior information on the field is essential for field inference, but will not specify the field entirely. An information theory for fields is needed to… (More)

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