Generating Liquid Simulations with Deformation-aware Neural Networks

Published in International Conference on Learning Representations, 2018

Recommended citation: Prantl, Lukas; Bonev, Boris; Thuerey Nils. (2019). "Generating Liquid Simulations with Deformation-aware Neural Networks." International Conference on Learning Representations 2019. https://openreview.net/pdf?id=HyeGBj09Fm

This publication proposes a method of using neural networks to generate liquid simulations on the fly. Space-time datasets are used to learn deformation networks which can reconstruct a new space-time dataset that the network is fed. We demonstrate the effectiveness of the method, by doing this on a smartphone in real-time.

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Recommended citation: Prantl, Lukas; Bonev, Boris; Thuerey Nils. (2019). “Generating Liquid Simulations with Deformation-aware Neural Networks.” International Conference on Learning Representations 2019.