112 citations · 158 across the 12 of their papers we have counts for
3 papers · 1 filter
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…
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…
PEtab -- interoperable specification of parameter estimation problems in systems biology
Leonard Schmiester, Yannik Schälte, Frank T. Bergmann +26
Reproducibility and reusability of the results of data-based modeling studies are essential. Yet, there has been -- so far -- no broadly supported format for the specification of p…