Gupta, Vikrant Vik

Vikrant specializes in the analysis and modelling of complex flow systems, which often suffer from the curse of dimensionality. His underlying philosophy is that dynamical systems frequently exhibit simple dynamics dominated by only a few degrees of freedom (DoF). The majority of DoF exist to create apparent complexity and thus need to be simplified. He employs methods ranging from classical model-reduction techniques to purely data-driven approaches. Vikrant has published in highly reputable journals across various disciplines and has secured grants from NSFC, RGC, and EPSRC.