Submitted:
18 July 2019
Posted:
22 July 2019
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Abstract
Despite their obvious differences, biological systems at different scales tend to exhibit common organizational patterns. Unfortunately, these commonalities are usually obscured by the parcelled terminology employed by various scientific sub-disciplines. To explore these commonalities, this papers a comparative study of diverse applications of the maximum entropy principle, ranging from amino acids up to societies. By presenting these studies under a common language, this paper establishes a unified view over seemingly highly heterogeneous biological scenarios.
Keywords:
maximum entropy principle
; biological systems across scales
; model-free data analysis
; inverse problems
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