Mechanistic modelling of dynamical phenomena with many degrees of freedom runs the risk of overfitting and making faulty predictions, whereas ad hocmodels may miss defining features. Here the authors develop an approach to construct dynamical models that adapt their complexity to the amount of available data.
- Bryan C. Daniels
- Ilya Nemenman
