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Theoretical investigations of an information geometric approach to complexity

Theoretical investigations of an information geometric approach to complexity

It is known that statistical model selection as well as identification of dynamical equations from available data are both very challenging tasks. Physical systems behave according to their underlying dynamical equations which, in turn, can be identified from experimental data. Explaining data requires selecting mathematical models that best capture the …