AI-Aristotle: A physics-informed framework for systems biology gray-box identification
Table 3
Pharmacokinetics model: PINN parameters setup for the discovery of unknown terms over a time range of [0, 50] hours.
The initial and second numbers in the ‘Number of Iterations’ Row represent the iterations during the primary and secondary training stages using Adam optimization. The third number corresponds to the training stage utilizing L-BFGS. The first and second numbers in the ‘Architecture of Neural Networks’ indicate the width and depth, respectively.