Liquid Splash Modeling with Neural Networks

14 April 2017

Papers citing "Liquid Splash Modeling with Neural Networks"

14 / 14 papers shown

Title
End-to-End Mesh Optimization of a Hybrid Deep Learning Black-Box PDE Solver Shaocong Ma James Diffenderfer B. Kailkhura Yi Zhou AI4CE 46 0 0 17 Apr 2024
Exploring Physical Latent Spaces for High-Resolution Flow Restoration Chloé Paliard Nils Thuerey Kiwon Um AI4CE 25 0 0 21 Nov 2022
Wavelet-based Loss for High-frequency Interface Dynamics L. Prantl Jan Bender Tassilo Kugelstadt Nils Thuerey GAN 21 0 0 06 Sep 2022
Leveraging Stochastic Predictions of Bayesian Neural Networks for Fluid Simulations Maximilian Mueller Robin Greif Frank Jenko Nils Thuerey 24 3 0 02 May 2022
Predicting Physics in Mesh-reduced Space with Temporal Attention Xu Han Han Gao Tobias Pfaff Jian-Xun Wang Liping Liu AI4CE 19 73 0 22 Jan 2022
Perceptual Evaluation of Liquid Simulation Methods Kiwon Um Xiangyu Y. Hu N. Thürey 11 23 0 20 Nov 2020
Smoothed Particle Hydrodynamics Techniques for the Physics Based Simulation of Fluids and Solids Dan Koschier Jan Bender B. Solenthaler M. Teschner AI4CE 22 84 0 15 Sep 2020
Combining Differentiable PDE Solvers and Graph Neural Networks for Fluid Flow Prediction Filipe de Avila Belbute-Peres T. Economon J. Zico Kolter AI4CE 31 223 0 08 Jul 2020
Dynamic Upsampling of Smoke through Dictionary-based Learning Kai-Yi Bai Wei Li M. Desbrun Xiaopei Liu AI4CE 26 27 0 21 Oct 2019
A Multi-Pass GAN for Fluid Flow Super-Resolution Maximilian Werhahn You Xie Mengyu Chu Nils Thuerey AI4CE 17 61 0 04 Jun 2019
NeuralDrop: DNN-based Simulation of Small-Scale Liquid Flows on Solids Rajaditya Mukherjee Qingyang Li Zhili Chen Shicheng Chu Huamin Wang 22 6 0 06 Nov 2018
Deep Learning Methods for Reynolds-Averaged Navier-Stokes Simulations of Airfoil Flows Nils Thuerey Konstantin Weissenow L. Prantl Xiangyu Y. Hu AI4CE 33 377 0 18 Oct 2018
Hierarchical Cloth Simulation using Deep Neural Networks Young-Jin Oh Tae Min Lee In-Kwon Lee 3DH AI4CE 24 25 0 09 Feb 2018
Neural networks for topology optimization Ivan Sosnovik Ivan Oseledets 25 253 0 27 Sep 2017