AI-Aristotle: A physics-informed framework for systems biology gray-box identification
Fig 10
Pharmacokinetics model: gplearn based evolved tree of binary operations in symbolic model recovered for gray-box model hsym obtained from X-TFC and PINNs.
It is to be noted that the number of nodes in the tree corresponds to the length of expressions, which is 9 for the PINNs method.