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Distilling identifiable and interpretable dynamic models from biological data

Fig 5

Bacterial case study.

Structural accuracy: on the left, active terms in ξ (non-zero terms of the prior model PM in black, and of the inferred model M* in green). Parameter accuracy: center, matching parametric ODEs for PM and M*. Predictive accuracy: on the right, time evolution of the different states (x₁ and x₂) of the PM and M* models.

doi: https://doi.org/10.1371/journal.pcbi.1011014.g005