2 papers
eess.SY2020
Repairing dynamic models: a method to obtain identifiable and observable reparameterizations with mechanistic insights
Gemma Massonis, Julio R. Banga, Alejandro F. Villaverde
Mechanistic dynamic models allow for a quantitative and systematic interpretation of data and the generation of testable hypotheses. However, these models are often over-parameteri…
q-bio.PE2020
Structural Identifiability and Observability of Compartmental Models of the COVID-19 Pandemic
Gemma Massonis, Julio R. Banga, Alejandro F. Villaverde
The recent coronavirus disease (COVID-19) outbreak has dramatically increased the public awareness and appreciation of the utility of dynamic models. At the same time, the dissemin…