3 papers
stat.ME2026
Parameter identification for predator-prey system with sparse data
Eduard Campillo-Funollet, James Van Yperen
Parameter identification from observations of dynamical systems is a fundamental problem in population biology. Mechanistic models of ecological systems rely on optimization method…
stat.ME2026
Comprehensive identifiability analysis and reliable parameter estimation for an SEIR model
Eduard Campillo-Funollet, James Van Yperen
The Susceptible-Exposed-Infectious-Removed (SEIR) model is a fundamental model in epidemiology. Model parameters such as the reciprocal transmission, incubation, and infectious rat…
q-bio.QM2016
A Bayesian approach to parameter identification with an application to Turing systems
Eduard Campillo-Funollet, Chandrasekhar Venkataraman, Anotida Madzvamuse
We present a Bayesian methodology for infinite as well as finite dimensional parameter identification for partial differential equation models. The Bayesian framework provides a ri…