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Nils Thuerey
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Deep learning methods for Reynolds-averaged Navier–Stokes simulations of airfoil flows
N Thuerey, K Weißenow, L Prantl, X Hu
AIAA journal 58 (1), 25-36, 2020
5662020
WeatherBench: a benchmark data set for data‐driven weather forecasting
S Rasp, PD Dueben, S Scher, JA Weyn, S Mouatadid, N Thuerey
Journal of Advances in Modeling Earth Systems 12 (11), e2020MS002203, 2020
5122020
Deep fluids: A generative network for parameterized fluid simulations
B Kim, VC Azevedo, N Thuerey, T Kim, M Gross, B Solenthaler
Computer graphics forum 38 (2), 59-70, 2019
5072019
tempoGAN: A temporally coherent, volumetric GAN for super-resolution fluid flow
Y Xie, E Franz, M Chu, N Thuerey
ACM Transactions on Graphics (TOG) 37 (4), 1-15, 2018
4862018
Lattice Boltzmann model for free surface flow for modeling foaming
C Körner, M Thies, T Hofmann, N Thürey, U Rüde
Journal of statistical Physics 121, 179-196, 2005
3792005
Latent space physics: Towards learning the temporal evolution of fluid flow
S Wiewel, M Becher, N Thuerey
Computer graphics forum 38 (2), 71-82, 2019
3422019
Wavelet turbulence for fluid simulation
T Kim, N Thürey, D James, M Gross
ACM Transactions on Graphics (TOG) 27 (3), 1-6, 2008
3252008
Learning temporal coherence via self-supervision for GAN-based video generation
M Chu, Y Xie, J Mayer, L Leal-Taixé, N Thuerey
ACM Transactions on Graphics (TOG) 39 (4), 75: 1-75: 13, 2020
321*2020
Solver-in-the-loop: Learning from differentiable physics to interact with iterative pde-solvers
K Um, R Brand, YR Fei, P Holl, N Thuerey
Advances in neural information processing systems 33, 6111-6122, 2020
3032020
Neural scene graphs for dynamic scenes
J Ost, F Mannan, N Thuerey, J Knodt, F Heide
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
2912021
Learning to control pdes with differentiable physics
P Holl, V Koltun, N Thuerey
arXiv preprint arXiv:2001.07457, 2020
2282020
Data‐driven medium‐range weather prediction with a resnet pretrained on climate simulations: A new model for weatherbench
S Rasp, N Thuerey
Journal of Advances in Modeling Earth Systems 13 (2), e2020MS002405, 2021
2232021
Lagrangian fluid simulation with continuous convolutions
B Ummenhofer, L Prantl, N Thuerey, V Koltun
International conference on learning representations, 2019
2192019
Data-driven synthesis of smoke flows with CNN-based feature descriptors
M Chu, N Thuerey
ACM Transactions on Graphics (TOG) 36 (4), 1-14, 2017
2162017
Deforming meshes that split and merge
C Wojtan, N Thürey, M Gross, G Turk
ACM SIGGRAPH 2009 papers, 1-10, 2009
1922009
Detail-preserving fluid control
N Thürey, R Keiser, M Pauly, U Rüde
Graphical Models 71 (6), 221-228, 2009
1832009
Physics-based deep learning
N Thuerey, P Holl, M Mueller, P Schnell, F Trost, K Um
arXiv preprint arXiv:2109.05237, 2021
1662021
Highly adaptive liquid simulations on tetrahedral meshes
R Ando, N Thürey, C Wojtan
ACM Transactions on Graphics (TOG) 32 (4), 1-10, 2013
1572013
A multiscale approach to mesh-based surface tension flows
N Thürey, C Wojtan, M Gross, G Turk
ACM Transactions on Graphics (TOG) 29 (4), 1-10, 2010
1472010
Performance evaluation of parallel large-scale lattice Boltzmann applications on three supercomputing architectures
T Pohl, F Deserno, N Thurey, U Rude, P Lammers, G Wellein, T Zeiser
SC'04: Proceedings of the 2004 ACM/IEEE Conference on Supercomputing, 21-21, 2004
1412004
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