Modelling of physical systems with a Hopf bifurcation using mechanistic models and machine learning

K. H. Lee, D. A. W. Barton, L. Renson

We propose a new hybrid modelling approach that combines a mechanistic model with a machine-learnt model to predict the limit cycle oscillations of physical systems with a Hopf bif…