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Frequency-Aware Reconstruction of Fluid Simulations with Generative Networks
(The Eurographics Association, 2020)
Convolutional neural networks were recently employed to fully reconstruct fluid simulation data from a set of reduced parameters. However, since (de-)convolutions traditionally trained with supervised l1-loss functions do ...
Neural Smoke Stylization with Color Transfer
(The Eurographics Association, 2020)
Artistically controlling fluid simulations requires a large amount of manual work by an artist. The recently presented transportbased neural style transfer approach simplifies workflows as it transfers the style of arbitrary ...