Shauna O'Donovan
Assistant Professor in Modelling and AI for precision nutrition; Department of Biomedical Engineering; Eindhoven University of Technology.
Session
07-09
09:00
180min
Julia for Systems Biology; generating personalized models
Max de Rooij, Shauna O'Donovan, Natal van Riel
Computational models are a valuable tool to study dynamic interactions and the evolution of systems behavior. Our hands-on and interactive workshop will demonstrate how personalized models can be more rapidly generated in Julia using various SciML packages combined with custom implementations. We will cover the implementation of ODE models in Julia, parameter estimation and model selection strategies including parameter sensitivity and identifiability analysis.
Biology & Life Sciences
TU-Eindhoven 0.242