Worked with Prof. K. Anupindi on the application of unsupervised learning techniques to extract coherent structures from turbulent flows
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Simulated the turbulent characteristics of a ventilated jet flow for varying inlet velocity ratios in OpenFoam
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Employed Reduced-Order Models including Proper Orthogonal and Dynamic Mode Decomposition on the velocity data points to examine the flow’s coherent structures and extract spatiotemporal information
My B.Tech thesis can be download from this link [Link]
Results
Original Channel FLow simulated using OpenFOAM
The first 4 extracted POD modes