Abstract: The identification of nonlinear systems is a challenging problem. Physical knowledge of a system can be used in the identification process to significantly improve the predictive performance ...

Abstract: This study compares four modeling approaches ARX, ARMAX, NNARX, and LSTM for predicting the thermal dynamics of a biodiesel reactor. All models achieved satisfactory performance in ...

I'm interested in the vibration of nonlinear mechanical systems, which don’t have the useful properties associated with linear systems due to their high flexibility, large vibration amplitudes or ...

I'm interested in the vibration of nonlinear mechanical systems, which don’t have the useful properties associated with linear systems due to their high flexibility, large vibration amplitudes or ...

The Complex Systems and Signal Processing research group is internationally leading in the development of techniques and algorithms for complex systems analysis, control and signal processing and the ...

Sometimes, it’s easy for a computer to predict the future. Simple phenomena, such as how sap flows down a tree trunk, are straightforward and can be captured in a few lines of code using what ...