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Michigan Technological University

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Analysis And Visualization Of Flow Fields Using Information-Theoretic Techniques And Graph-Based Representations, Jun Ma Jan 2015

Analysis And Visualization Of Flow Fields Using Information-Theoretic Techniques And Graph-Based Representations, Jun Ma

Dissertations, Master's Theses and Master's Reports - Open

Three-dimensional flow visualization plays an essential role in many areas of science and engineering, such as aero- and hydro-dynamical systems which dominate various physical and natural phenomena. For popular methods such as the streamline visualization to be effective, they should capture the underlying flow features while facilitating user observation and understanding of the flow field in a clear manner.

My research mainly focuses on the analysis and visualization of flow fields using various techniques, e.g. information-theoretic techniques and graph-based representations. Since the streamline visualization is a popular technique in flow field visualization, how to select good streamlines to capture flow …