Differential algebra based algorithm for parameter estimation in ODE models

"Differential algebra based algorithm for parameter estimation in ODE models", organizado por CITMAga. Será impartido por Alexey Ovchinnikov (Dept. of Mathematics, City University of New York, NY, USA)

Data: Mércores 17 de abril de 2024

Hora: ​​​12:30 h.

Duración: 1 hora

Lugar: Salón de Graos da Facultade de Matemáticas (USC)

Abstract:

We will discuss a new approach to parameter estimation in rational ODE models. This approach is based on differential algebra, rational interpolation of the data, and multivariate polynomial system solving. It does not rely on optimization to improve robustness. We will compare the performance with several other methods and discuss bottlenecks and future directions for the presented algorithm.