7 citations · 11 across the 8 of their papers we have counts for
5 papers · 1 filter
Analysing control-theoretic properties of nonlinear synthetic biology circuits
Antón Pardo, Sandra Díaz Seoane, Dorin A. Ionescu +2
Synthetic biology is a recent area of biological engineering, whose aim is to provide cells with novel functionalities. A number of important results regarding the development of c…
STRIKE-GOLDD 4.0: user-friendly, efficient analysis of structural identifiability and observability
Sandra Díaz-Seoane, Xabier Rey-Barreiro, Alejandro F. Villaverde
Structural identifiability and observability are desirable properties of systems biology models. Many software toolboxes have been developed for their analysis in the last decades.…
Benchmarking tools for a priori identifiability analysis
Xabier Rey Barreiro, Alejandro F. Villaverde
The structural identifiability and the observability of a model determine the possibility of inferring its parameters and states by observing its outputs. These properties should b…
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…
Nonlinear observability algorithms with known and unknown inputs: analysis and implementation
Nerea Martínez, Alejandro F. Villaverde
The observability of a dynamical system is affected by the presence of external inputs, either known (such as control actions) or unknown (disturbances). Inputs of unknown magnitud…