There are a number of dynamic evolutions, which are strongly influenced by nonlinear dynamics, and relevant to a range of systems in which time delays can also play an important role. These include COVID-19 infection evolution dynamics, drilling dynamics, to name a few. The goal of the research would be to better understand how data and non physical model based approaches can be brought to bear on these systems, to further our understanding.

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