Viscous Fingering: A Topological Visual Analytic Approach

Abstract : We present a methodology to analyze and visualize an ensemble of finite pointset method (FPM) simulations that model the viscous fingering process of salt solutions inside water. In course of the simulations the solutions form structures with increased salt concentration called viscous fingers. These structures are of primary interest to domain scientists as it is not clear when and where viscous fingers appear and how they evolve. To explore the aleatoric uncertainty embedded in the simulations we analyze an ensemble of simulation runs which differ due to stochastic effects. To detect and track the viscous fingers we derive a voxel volume for each simulation where fingers are identified as subvolumes that satisfy geometrical and topological constraints. Properties and the evolution of fingers are illustrated through tracking graphs that visualize when fingers form, dissolve, merge, and split. We provide multiple linked views to compare, browse, and analyze the ensemble in real-time. Fig. 1: Detail view of our visualization tool consisting of the 3D rendering of viscous fingers (left), and the tracking graph showing their evolution (right).
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Submitted on : Monday, June 26, 2017 - 8:13:11 PM
Last modification on : Wednesday, August 7, 2019 - 12:19:20 PM
Long-term archiving on : Wednesday, January 17, 2018 - 5:45:17 PM

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  • HAL Id : hal-01547523, version 1

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Jonas Lukasczyk, Garrett Aldrich, Michael Steptoe, Guillaume Favelier, Charles Gueunet, et al.. Viscous Fingering: A Topological Visual Analytic Approach. Conference on Physical Modeling for Virtual Manufacturing Systems and Processes, Jun 2017, Speyer, Germany. ⟨hal-01547523⟩

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