2 papers
cs.LG2019
Dealing with Stochasticity in Biological ODE Models
Hamda Ajmal, Michael Madden, Catherine Enright
Mathematical modeling with Ordinary Differential Equations (ODEs) has proven to be extremely successful in a variety of fields, including biology. However, these models are complet…
cs.LG2019
PROFET: Construction and Inference of DBNs Based on Mathematical Models
Hamda Ajmal, Michael Madden, Catherine Enright
This paper presents, evaluates, and discusses a new software tool to automatically build Dynamic Bayesian Networks (DBNs) from ordinary differential equations (ODEs) entered by the…