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20172020
most citedA Combined Data-driven and Physics-driven Method for Steady Heat Conduction Prediction using Deep Convolutional Neural Networks

20 citations · 60 across the 5 of their papers we have counts for

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Showing 2017Show all

2 papers · 1 filter

cs.GR2017★ 14 cited

Generating Liquid Simulations with Deformation-aware Neural Networks

Lukas Prantl, Boris Bonev, Nils Thuerey

We propose a novel approach for deformation-aware neural networks that learn the weighting and synthesis of dense volumetric deformation fields. Our method specifically targets the…

cs.GR2017★ 6 cited

Liquid Splash Modeling with Neural Networks

Kiwon Um, Xiangyu Hu, Nils Thuerey

This paper proposes a new data-driven approach to model detailed splashes for liquid simulations with neural networks. Our model learns to generate small-scale splash detail for th…