Research Areas

Nonlinear system identification

Nonlinear system identification - photograph by Helena Dolby

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.