Key Contact: Keith Worden
In the field of nonlinear system identification – a field merging with nonlinear dynamics - the main area of research is concerned with methods based on Bayesian methods, machine learning and optimisation-based approaches.
Many of the machine learning algorithms are based on biologically-inspired ideas, such as artificial neural networks and evolutionary algorithms.