Dye advection without the blur: ML-based flow visualization

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Sebastian Künzel, Daniel Weiskopf

Published: 2025, Last Modified: 03 Dec 2025Vis. Informatics 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•ML-based ReLU model for dye advection.•A thorough evaluation of the core ML part and the overall flow visualization technique.•A decay effect with dye streaklines to visualize unsteadiness in flow data.•Pretrained metamodels for direct deployment of our approach.