On Learning what to Learn: heterogeneous observations of dynamics and establishing (possibly causal) relations among them

David W. Sroczynski, Felix Dietrich, Eleni D. Koronaki +4

Before we attempt to learn a function between two (sets of) observables of a physical process, we must first decide what the inputs and what the outputs of the desired function are…