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Generative Data Models for Validation and Evaluation of Visualization Techniques

, , , , , , , , , , , , , and . BELIV '16: Beyond Time And Errors: Novel Evaluation Methods For Visualization, (2016)

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Univ. -Prof. Dr. Miriam Schulte University of Stuttgart

Trained Vanilla Models on Synthetic Permeability Fields, 101 Data Points, , and . Dataset, (2025)Related to: Pelzer, Julia and Verburg, Corné and Heinlein, Alexander and Schulte, Miriam. "Few-Shot Learning by Explicit Physics Integration: An Application to Groundwater Heat Transport". 2025. Submitted.
Trained Vanilla Models on Synthetic Permeability Fields, 101 Data Points, , and . Dataset, (2025)Related to: Pelzer, Julia and Verburg, Corné and Heinlein, Alexander and Schulte, Miriam. "Few-Shot Learning by Explicit Physics Integration: An Application to Groundwater Heat Transport". 2025. Submitted.Trained Models on Real Permeability Fields, 4+1 Data Points, and . Dataset, (2025)Related to: Pelzer, Julia and Verburg, Corné and Heinlein, Alexander and Schulte, Miriam. "Few-Shot Learning by Explicit Physics Integration: An Application to Groundwater Heat Transport". 2025. Submitted.Datasets: 100 Heat Pumps + Synthetic Permeability Fields, Simulation - Raw, 101 Data Points : Randomized heterogeneous permeability field k (Perlin noise), and . Dataset, (2025)Related to: Pelzer, Julia and Verburg, Corné and Heinlein, Alexander and Schulte, Miriam. "Few-Shot Learning by Explicit Physics Integration: An Application to Groundwater Heat Transport". 2025. Submitted.
 

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