1037 lines
31 KiB
BibTeX
1037 lines
31 KiB
BibTeX
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% Publications by Nils Thuerey
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@STRING{ACM_TOG = "{ACM} Trans. Graph."}
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@STRING{CVPR = "Proc. Comp. Vision and Pattern Rec."}
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@STRING{EG = "{E}urographics"}
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@STRING{EG_CGF = "Comp. Grap. Forum"}
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@STRING{EGSR = "{E}urographics Symposium on Rendering"}
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@STRING{EGWR = "{E}urographics Workshop on Rendering"}
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@STRING{SCA = "{S}ymposium on Computer Animation"}
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@STRING{ICLR = "International Conference on Learning Representations"}
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@STRING{ICML = "International Conference on Machine Learning"}
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@STRING{NeurIPS = "Advances in Neural Information Processing Systems"}
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@inproceedings{holl2024phiflow,
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title={phiflow: Differentiable Simulations for PyTorch, TensorFlow and Jax},
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author={Holl, Philipp and Thuerey, Nils},
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booktitle={International Conference on Machine Learning},
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year={2024}
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}
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@inproceedings{liu2024airfoils,
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title={Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusion Probabilistic Models},
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author={Liu, Qiang and Thuerey, Nils},
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booktitle={Journal of the American Institute of Aeronautics and Astronautics, 62(8)},
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year={2024},
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}
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@inproceedings{schnell2024sbptt,
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title={Stabilizing Backpropagation Through Time to Learn Complex Physics},
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author={Schnell, Patrick and Thuerey, Nils},
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booktitle={International Conference on Learning Representations},
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year={2024},
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}
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@inproceedings{winchenbach2024iclr,
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title={Symmetric Basis Convolutions for Learning Lagrangian Fluid Mechanics},
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author={Rene Winchenbach and Thuerey, Nils},
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booktitle={International Conference on Learning Representations},
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year={2024},
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}
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@inproceedings{holl2024phiml,
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title={Phi-ML: Intuitive Scientific Computing with Dimension Types for Jax, PyTorch, TensorFlow and NumPy},
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author={Holl, Philipp and Thuerey, Nils},
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booktitle={Journal of Open Source Software},
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year={2024},
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url={https://joss.theoj.org/papers/10.21105/joss.06171},
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}
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@article{holzschuh2023smdp,
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title={Solving Inverse Physics Problems with Score Matching},
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author={Benjamin Holzschuh and Simona Vegetti and Thuerey, Nils},
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journal={Advances in Neural Information Processing Systems (NeurIPS)},
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volume={36},
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year={2023}
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}
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@inproceedings{franz2023nglobt,
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title={Learning to Estimate Single-View Volumetric Flow Motions without 3D Supervision},
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author={Erik Franz, Barbara Solenthaler, and Thuerey, Nils},
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booktitle={ICLR},
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year={2023},
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url={https://github.com/tum-pbs/Neural-Global-Transport},
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}
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@inproceedings{kohl2023volSim,
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title={Learning Similarity Metrics for Volumetric Simulations with Multiscale CNNs},
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author={Kohl, Georg and Chen, Li-Wei and Thuerey, Nils},
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booktitle={AAAI Conference on Artificial Intelligence},
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year={2022},
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url={https://github.com/tum-pbs/VOLSIM},
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}
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@inproceedings{list2022piso,
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title={Learned Turbulence Modelling with Differentiable Fluid Solvers},
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author={Bjoern List and Liwei Chen and Thuerey, Nils},
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booktitle={arXiv:2202.06988},
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year={2022},
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url={https://ge.in.tum.de/publications/},
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}
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@article{prantl2022guaranteed,
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title={Guaranteed conservation of momentum for learning particle-based fluid dynamics},
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author={Prantl, Lukas and Ummenhofer, Benjamin and Koltun, Vladlen and Thuerey, Nils},
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journal={Advances in Neural Information Processing Systems},
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volume={35},
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year={2022}
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}
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@inproceedings{schnell2022hig,
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title={Half-Inverse Gradients for Physical Deep Learning},
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author={Schnell, Patrick and Holl, Philipp and Thuerey, Nils},
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booktitle={ICLR},
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year={2022},
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url={https://github.com/tum-pbs/half-inverse-gradients},
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}
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@inproceedings{chen2021highacc,
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title={Towards high-accuracy deep learning inference of compressible turbulent flows over aerofoils},
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author={Chen, Li-Wei and Thuerey, Nils},
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booktitle={Computers and Fluids},
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year={2022},
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url={https://ge.in.tum.de/publications/},
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}
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@article{chen2021numerical,
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title={Numerical investigation of minimum drag profiles in laminar flow using deep learning surrogates},
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author={Chen, Li-Wei and Cakal, Berkay A and Hu, Xiangyu and Thuerey, Nils},
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journal={Journal of Fluid Mechanics},
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volume={919},
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year={2021},
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publisher={Cambridge University Press},
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url={https://ge.in.tum.de/publications/2020-chen-dl-surrogates/},
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}
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@article{chu2021physgan,
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author = {Chu, Mengyu and Thuerey, Nils and Seidel, Hans-Peter and Theobalt, Christian and Zayer, Rhaleb},
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title ={{Learning Meaningful Controls for Fluids}},
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journal = ACM_TOG,
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volume = {40(4)},
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year = {2021},
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publisher = {ACM},
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url={https://people.mpi-inf.mpg.de/~mchu/gvv-den2vel/den2vel.html},
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}
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@article{franz2021globtrans,
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author = {Franz, Erik and Solenthaler, Barbara and Thuerey, Nils},
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title ={{Global Transport for Fluid Reconstruction with Learned Self-Supervision}},
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journal = CVPR,
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year = {2021},
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url={https://ge.in.tum.de/publications/2021-franz-globtrans/},
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}
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@article{um2020sol,
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title={Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers},
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author={Um, Kiwon and Brand, Robert and Holl, Philipp and Fei, Raymond and Thuerey, Nils},
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journal=NeurIPS,
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year={2020},
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url={https://ge.in.tum.de/publications/2020-um-solver-in-the-loop/},
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}
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@article{kohl2020lsim,
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title={Learning Similarity Metrics for Numerical Simulations},
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author={Kohl, Georg and Um, Kiwon and Thuerey, Nils},
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journal=ICML,
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year={2020},
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url={https://ge.in.tum.de/publications/2020-lsim-kohl/},
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}
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@article{wiewel2020lsssubdiv,
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title={Latent Space Subdivision: Stable and Controllable Time Predictions for Fluid Flow},
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author={Wiewel, Steffen and Kim, Byungsoo and Azevedo, Vinicius C and Solenthaler, Barbara and Thuerey, Nils},
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journal=SCA,
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year={2020},
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url={https://ge.in.tum.de/publications/2020-lssubdiv-wiewel/},
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}
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@article{chu2020tecogan,
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title={Learning temporal coherence via self-supervision for GAN-based video generation},
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author={Chu, Mengyu and Xie, You and Mayer, Jonas and Leal-Taix{\'e}, Laura and Thuerey, Nils},
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journal=ACM_TOG,
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volume={39},
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number={4},
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pages={75--1},
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year={2020},
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publisher={ACM},
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url={https://ge.in.tum.de/publications/2019-tecogan-chu/},
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}
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@inproceedings{weiss2020ssc,
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title={Correspondence-Free Material Reconstruction using Sparse Surface Constraints},
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author={Weiss, Sebastian and Maier, Robert and Cremers, Daniel and Westermann, Rudiger and Thuerey, Nils},
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booktitle=CVPR,
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pages={4686--4695},
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year={2020},
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url={https://ge.in.tum.de/publications/2020-cvpr-weiss/},
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}
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@inproceedings{holl2019pdecontrol,
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title={Learning to Control PDEs with Differentiable Physics},
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author={Holl, Philipp and Koltun, Vladlen and Thuerey, Nils},
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booktitle=ICLR,
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year={2019},
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url={https://ge.in.tum.de/publications/2020-iclr-holl/},
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}
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@article{holl2021pg,
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title={Scale-Invariant Physics for Deep Learning},
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author={Holl, Philipp and Koltun, Vladlen and Thuerey, Nils},
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journal={Advances in Neural Information Processing Systems},
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volume={35},
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pages={5390--5403},
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year={2022},
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url={https://arxiv.org/abs/2109.15048},
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}
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@article{prantl2019tranquil,
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title={Tranquil clouds: Neural networks for learning temporally coherent features in point clouds},
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author={Prantl, Lukas and Chentanez, Nuttapong and Jeschke, Stefan and Thuerey, Nils},
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journal=ICLR,
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year={2019},
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url={https://ge.in.tum.de/publications/2020-iclr-prantl/},
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}
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@inproceedings{ummenhofer2019contconv,
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title={Lagrangian fluid simulation with continuous convolutions},
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author={Ummenhofer, Benjamin and Prantl, Lukas and Thuerey, Nils and Koltun, Vladlen},
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booktitle=ICLR,
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year={2019},
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url={https://ge.in.tum.de/publications/2020-ummenhofer-iclr/},
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}
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@article{eckert2019scalarflow,
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title={ScalarFlow: a large-scale volumetric data set of real-world scalar transport flows for computer animation and machine learning},
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author={Eckert, Marie-Lena and Um, Kiwon and Thuerey, Nils},
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journal=ACM_TOG,
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volume={38},
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number={6},
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pages={1--16},
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year={2019},
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publisher={ACM},
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url={https://ge.in.tum.de/publications/2019-tog-eckert/},
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}
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@article{thuerey2020dfp,
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title={Deep learning methods for Reynolds-averaged Navier--Stokes simulations of airfoil flows},
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author={Thuerey, Nils and Weissenow, Konstantin and Prantl, Lukas and Hu, Xiangyu},
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journal={AIAA Journal}, year={2020},
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volume={58}, number={1}, pages={25--36},
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publisher={American Institute of Aeronautics and Astronautics},
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url={https://ge.in.tum.de/publications/2018-deep-flow-pred/},
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}
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@article{prantl2019rtliq,
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title ={{Generating Liquid Simulations with Deformation-Aware Neural Networks}},
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author={Lukas Prantl and Boris Bonev and Nils Thuerey},
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journal=ICLR,
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year={2019},
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pages={20},
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url={https://ge.in.tum.de/publications/2017-prantl-defonn/},
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}
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@article{wiewel2019lss,
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title ={{Latent-space Physics: Towards Learning the Temporal Evolution of Fluid Flow}},
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author={Steffen Wiewel and Moritz Becher and Nils Thuerey},
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journal=EG_CGF,
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year={2019},
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volume={38},
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number={2},
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pages={12},
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url={https://ge.in.tum.de/publications/latent-space-physics/},
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}
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@article{bkim2019deep,
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title ={{Deep Fluids: A Generative Network for Parameterized Fluid Simulations}},
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author={Kim, Byungsoo and Azevedo, Vinicius C and Thuerey, Nils and Kim, Theodore and Gross, Markus and Solenthaler, Barbara},
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journal=EG_CGF,
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year={2019},
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volume={38},
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number={2},
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pages={12},
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url={http://www.byungsoo.me/project/deep-fluids/},
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}
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@article{xie2018tempoGan,
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author = {Xie, You and Franz, Erik and Chu, Mengyu and Thuerey, Nils},
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title ={{tempoGAN: A Temporally Coherent, Volumetric GAN for Super-resolution Fluid Flow}},
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journal = ACM_TOG,
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volume = {37(4)},
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year = {2018},
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publisher = {ACM},
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url={https://ge.in.tum.de/publications/tempogan/},
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}
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@article{hikaru2018simulating,
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title ={{Simulating Liquids on Dynamically Warping Grids}},
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author={Hikaru, Ibayashi and Wojtan, Chris and Thuerey, Nils and Igarashi, Takeo and Ando, Ryoichi},
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journal={IEEE Transactions on Visualization and Computer Graphics},
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year={2018},
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publisher={IEEE}
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}
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@article{ren2018visual,
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title ={{Visual Simulation of Multiple Fluids in Computer Graphics: A State-of-the-Art Report}},
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author={Ren, Bo and Yang, Xu-Yun and Lin, Ming C and Thuerey, Nils and Teschner, Matthias and Li, Chenfeng},
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journal={Journal of Computer Science and Technology},
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volume={33},
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number={3},
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pages={431--451},
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year={2018},
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publisher={Springer}
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}
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@article{um2018mlflip,
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title ={{Splash Modeling with Neural Networks}},
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author={Kiwon Um and Xiangyu Hu and Nils Thuerey},
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journal=EG_CGF,
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volume={37(8)},
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year={2018},
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url={https://ge.in.tum.de/publications/2018-mlflip-um/},
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}
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@article{eckert2018oiof,
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title ={{Coupled Fluid Density and Motion from Single Views}},
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author={Marie-Lena Eckert and Wolfgang Heidrich and Nils Thuerey},
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journal=EG_CGF,
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volume={37(8)},
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year={2018}
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}
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@article{sato2018,
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journal = EG_CGF,
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title ={{Extended Narrow Band FLIP for Liquid Simulations}},
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author = {Sato, Takahiro and Wojtan, Chris and Thuerey, Nils and Igarashi, Takeo and Ando, Ryoichi},
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year = {2018},
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publisher = {Eurographics Association},
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ISSN = {1467-8659},
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DOI = {10.1111/cgf.13351}
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}
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@inproceedings{inglis2017primal,
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title ={{Primal-Dual Optimization for Fluids}},
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author={Inglis, Tiffany and Eckert, M-L and Gregson, James and Thuerey, Nils},
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booktitle =EG_CGF,
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volume={36(8)},
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pages={354--368},
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year={2017},
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organization={Wiley Online Library}
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}
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@inproceedings{eberhardt2017hierarchical,
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title ={{Hierarchical vorticity skeletons}},
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author={Eberhardt, Sebastian and Weissmann, Steffen and Pinkall, Ulrich and Thuerey, Nils},
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booktitle =SCA,
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pages={6},
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year={2017},
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organization={ACM}
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}
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@article{um2017perceptual,
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title ={{Perceptual evaluation of liquid simulation methods}},
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author={Um, Kiwon and Hu, Xiangyu and Thuerey, Nils},
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journal=ACM_TOG,
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volume={36},
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number={4},
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pages={143},
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year={2017},
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publisher={ACM}
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}
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@article{koschier2017xfem,
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title ={{Robust eXtended finite elements for complex cutting of deformables}},
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author={Koschier, Dan and Bender, Jan and Thuerey, Nils},
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journal=ACM_TOG,
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volume={36},
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number={4},
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pages={55},
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year={2017},
|
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publisher={ACM}
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}
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@article{chu2017data,
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title ={{Data-driven synthesis of smoke flows with CNN-based feature descriptors}},
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author={Chu, Mengyu and Thuerey, Nils},
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journal=ACM_TOG,
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volume={36},
|
||
number={4},
|
||
pages={69},
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||
year={2017},
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||
publisher={ACM},
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||
url={http://ge.in.tum.de/publications/2017-sig-chu/},
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}
|
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@article{thuerey2017interpolations,
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title ={{Interpolations of Smoke and Liquid Simulations}},
|
||
author={Thuerey, Nils},
|
||
journal=ACM_TOG,
|
||
volume={36},
|
||
number={1},
|
||
pages={3},
|
||
year={2017},
|
||
publisher={ACM}
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||
}
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|
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@article{canabal2016dispersion,
|
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title ={{Dispersion kernels for water wave simulation}},
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author={Canabal, Jos{\'e} A and Miraut, David and Thuerey, Nils and Kim, Theodore and Portilla, Javier and Otaduy, Miguel A},
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||
journal=ACM_TOG,
|
||
volume={35},
|
||
number={6},
|
||
pages={202},
|
||
year={2016},
|
||
publisher={ACM}
|
||
}
|
||
|
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@article{jones2016example,
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title ={{Example-based plastic deformation of rigid bodies}},
|
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author={Jones, Ben and Thuerey, Nils and Shinar, Tamar and Bargteil, Adam W},
|
||
journal=ACM_TOG,
|
||
volume={35},
|
||
number={4},
|
||
pages={34},
|
||
year={2016},
|
||
publisher={ACM}
|
||
}
|
||
|
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@inproceedings{ferstl2016narrow,
|
||
title ={{Narrow band FLIP for liquid simulations}},
|
||
author={Ferstl, Florian and Ando, Ryoichi and Wojtan, Chris and Westermann, R{\"u}diger and Thuerey, Nils},
|
||
booktitle =EG_CGF,
|
||
volume={35(2)},
|
||
pages={225--232},
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||
year={2016},
|
||
organization={Wiley Online Library}
|
||
}
|
||
|
||
@article{monszpart2016smash,
|
||
title ={{SMASH: physics-guided reconstruction of collisions from videos}},
|
||
author={Monszpart, Aron and Thuerey, Nils and Mitra, Niloy J},
|
||
journal=ACM_TOG,
|
||
volume={35},
|
||
number={6},
|
||
pages={199},
|
||
year={2016},
|
||
publisher={ACM}
|
||
}
|
||
|
||
@article{mercier2015surface,
|
||
title ={{Surface turbulence for particle-based liquid simulations}},
|
||
author={Mercier, Olivier and Beauchemin, Cynthia and Thuerey, Nils and Kim, Theodore and Nowrouzezahrai, Derek},
|
||
journal=ACM_TOG,
|
||
volume={34},
|
||
number={6},
|
||
pages={202},
|
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year={2015},
|
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publisher={ACM}
|
||
}
|
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|
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@ARTICLE{ Ando:2015:streamfunc,
|
||
AUTHOR = {R. Ando and N. Thuerey and C. Wojtan},
|
||
TITLE = {{A Stream Function Solver for Liquid Simulations}},
|
||
YEAR = {2015},
|
||
JOURNAL = ACM_TOG,
|
||
PUBLISHER = {ACM Press},
|
||
VOLUME = {34 (4)},
|
||
PAGES = {8}
|
||
}
|
||
|
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|
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@ARTICLE{ Ando:2015:coarsegrid,
|
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AUTHOR = {R. Ando and N. Thuerey and C. Wojtan},
|
||
TITLE = {{A Dimension-reduced Pressure Solver for Liquid Simulations}},
|
||
YEAR = {2015},
|
||
JOURNAL = EG_CGF,
|
||
PUBLISHER = {Eurographics Association},
|
||
VOLUME = {34 (2)},
|
||
PAGES = {10}
|
||
}
|
||
|
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|
||
@ARTICLE{ Raveendran:2014:blendingLiquids,
|
||
AUTHOR = {K. Raveendran and N. Thuerey and C. Wojtan and G. Turk},
|
||
TITLE = {{Blending Liquids}},
|
||
YEAR = {2014},
|
||
JOURNAL = ACM_TOG,
|
||
PUBLISHER = {ACM Press},
|
||
VOLUME = {33 (4)},
|
||
PAGES = {10}
|
||
}
|
||
|
||
|
||
@ARTICLE{ Gregson:2014:divFreeof,
|
||
AUTHOR = {J. Gregson and N. Thuerey and I. Ihrke and W. Heidrich},
|
||
TITLE = {{From Capture to Simulation - Connecting Forward and Inverse Problems in Fluids}},
|
||
YEAR = {2014},
|
||
JOURNAL = ACM_TOG,
|
||
PUBLISHER = {ACM Press},
|
||
VOLUME = {33 (4)},
|
||
PAGES = {10}
|
||
}
|
||
|
||
|
||
@ARTICLE{ Ando:2013:tetFlip,
|
||
AUTHOR = {R. Ando and N. Thuerey and C. Wojtan},
|
||
TITLE = {{Highly Adaptive Liquid Simulations on Tetrahedral Meshes}},
|
||
YEAR = {2013},
|
||
JOURNAL = ACM_TOG,
|
||
PUBLISHER = {ACM Press},
|
||
VOLUME = {32 (4)},
|
||
PAGES = {10}
|
||
}
|
||
|
||
|
||
@ARTICLE{ TedKim:2012:closestPointTurb,
|
||
AUTHOR = {T. Kim and J. Tessendorf and N. Thuerey},
|
||
TITLE = {{Closest-Point Turbulence for Liquid Surfaces}},
|
||
YEAR = {2013},
|
||
JOURNAL = ACM_TOG,
|
||
PUBLISHER = {ACM Press},
|
||
VOLUME = {32 (2)},
|
||
PAGES = {10}
|
||
}
|
||
|
||
|
||
@ARTICLE{ Pfaff:2012:vortexSheets,
|
||
AUTHOR = {T. Pfaff and N. Thuerey and M. Gross},
|
||
TITLE = {{Lagrangian Vortex Sheets for Animating Fluids}},
|
||
YEAR = {2012},
|
||
JOURNAL = ACM_TOG,
|
||
PUBLISHER = {ACM Press},
|
||
VOLUME = {31 (4)},
|
||
PAGES = {8}
|
||
}
|
||
|
||
|
||
@ARTICLE{ Raveendran:2012:meshControl,
|
||
AUTHOR = {K. Raveendran and N. Thuerey and C. Wojtan and G. Turk},
|
||
TITLE = {{Controlling Fluids using Meshes}},
|
||
YEAR = {2012},
|
||
JOURNAL = SCA,
|
||
PUBLISHER = {Eurographics Association},
|
||
PAGES = {1-8}
|
||
}
|
||
|
||
|
||
@ARTICLE{ Ando:2011:adaptiveThinSheets,
|
||
AUTHOR = {R. Ando and N. Thuerey and R. Tsuruno},
|
||
TITLE = {{Preserving Fluid Sheets with Adaptively Sampled Anisotropic Particles}},
|
||
YEAR = {2011},
|
||
JOURNAL = {IEEE Transactions on Visualization and Computer Graphics},
|
||
PUBLISHER = {IEEE},
|
||
VOLUME = {18 (8)},
|
||
PAGES = {1202-1214}
|
||
}
|
||
|
||
|
||
@ARTICLE{ Pfaff:2010:anisopart,
|
||
AUTHOR = {T. Pfaff and N. Thuerey and J. Cohen and S. Tariq and M. Gross},
|
||
TITLE = {{Scalable Fluid Simulation using Anisotropic Turbulence Particles}},
|
||
YEAR = {2010},
|
||
JOURNAL = ACM_TOG,
|
||
PUBLISHER = {ACM Press},
|
||
VOLUME = {29 (5)},
|
||
PAGES = {8}
|
||
}
|
||
|
||
|
||
@ARTICLE{ Thuerey:2010:surfacetens,
|
||
AUTHOR = {N. Thuerey and C. Wojtan and M. Gross and G. Turk},
|
||
TITLE = {{A Multiscale Approach to Mesh-based Surface Tension Flows}},
|
||
YEAR = {2010},
|
||
JOURNAL = ACM_TOG,
|
||
PUBLISHER = {ACM Press},
|
||
VOLUME = {29 (4)},
|
||
PAGES = {10}
|
||
}
|
||
|
||
|
||
@ARTICLE{ Wojtan:2010:thinsheets,
|
||
AUTHOR = {C. Wojtan and N. Thuerey and M. Gross and G. Turk},
|
||
TITLE = {{Physics-Inspired Topology Changes for Thin Fluid Features}},
|
||
YEAR = {2010},
|
||
JOURNAL = ACM_TOG,
|
||
PUBLISHER = {ACM Press},
|
||
VOLUME = {29 (4)},
|
||
PAGES = {8}
|
||
}
|
||
|
||
|
||
@ARTICLE{ Pfaff:2009:wallturb,
|
||
AUTHOR = {T. Pfaff and N. Thuerey and A. Selle and M. Gross},
|
||
TITLE = {{Synthetic Turbulence using Artificial Boundary Layers}},
|
||
YEAR = {2009},
|
||
JOURNAL = ACM_TOG,
|
||
PUBLISHER = {ACM Press},
|
||
VOLUME = {28 (5)},
|
||
PAGES = {10}
|
||
}
|
||
|
||
|
||
@ARTICLE{ Wojtan:2009:topogoop,
|
||
AUTHOR = {C. Wojtan and N. Thuerey and M. Gross and G. Turk},
|
||
TITLE = {{Deforming Meshes that Split and Merge}},
|
||
YEAR = {2009},
|
||
JOURNAL = ACM_TOG,
|
||
PUBLISHER = {ACM Press},
|
||
VOLUME = {28 (3)},
|
||
PAGES = {9}
|
||
}
|
||
|
||
|
||
@ARTICLE{ Oskam:2009:camcontrol,
|
||
AUTHOR = {T. Oskam and R. W. Sumner and N. Thuerey and M. Gross},
|
||
TITLE = {{Visibility Transition Planning for Real-Time Camera Control}},
|
||
YEAR = {2009},
|
||
JOURNAL = SCA,
|
||
PUBLISHER = {Eurographics Association},
|
||
PAGES = {55-65}
|
||
}
|
||
|
||
|
||
@ARTICLE{ Thuerey:2009:dpfcGraphMod,
|
||
AUTHOR = {N. Thuerey and R. Keiser and U. Ruede and M. Pauly},
|
||
TITLE = {{Detail-Preserving Fluid Control}},
|
||
YEAR = {2009},
|
||
JOURNAL = {Graphical Models},
|
||
PUBLISHER = {Elsevier},
|
||
VOLUME = {71,6},
|
||
PAGES = {221-228}
|
||
}
|
||
|
||
|
||
@ARTICLE{ TedKim:2008:waveletTurbulence,
|
||
AUTHOR = {T. Kim and N. Thuerey and D. James and M. Gross},
|
||
TITLE = {{Wavelet Turbulence for Fluid Simulation}},
|
||
YEAR = {2008},
|
||
JOURNAL = ACM_TOG,
|
||
PUBLISHER = {ACM Press},
|
||
VOLUME = {27 (3)},
|
||
PAGES = {6}
|
||
}
|
||
|
||
|
||
@ARTICLE{ Angst:2008:fluidchar,
|
||
AUTHOR = {R. Angst and N. Thuerey and M. Botsch and M. Gross},
|
||
TITLE = {{Robust and Efficient Wave Simulations on Deforming Meshes}},
|
||
YEAR = {2008},
|
||
JOURNAL = EG_CGF,
|
||
PUBLISHER = {Blackwell Publishing},
|
||
VOLUME = {27 (7)},
|
||
PAGES = {1895-1900}
|
||
}
|
||
|
||
|
||
@ARTICLE{ Thuerey:2008:adapLbm,
|
||
AUTHOR = {N. Thuerey and U. Ruede},
|
||
TITLE = {{Stable free surface flows with the lattice Boltzmann method on adaptively coarsened grids}},
|
||
YEAR = {2009},
|
||
JOURNAL = {Computing and Visualization in Science},
|
||
PUBLISHER = {Springer},
|
||
VOLUME = {12 (5)}
|
||
}
|
||
|
||
|
||
@ARTICLE{ Sumner:2008:ethgpl,
|
||
AUTHOR = {R. Sumner and N. Thuerey and M. Gross},
|
||
TITLE = {{The ETH Game Programming Laboratory: A Capstone for Computer Science and Visual Computing}},
|
||
YEAR = {2008},
|
||
JOURNAL = {Game Development in Computer Science Education},
|
||
PUBLISHER = {ACM}
|
||
}
|
||
|
||
|
||
@ARTICLE{ Thuerey:2007:paraLbm,
|
||
AUTHOR = {N. Thuerey and T. Pohl and U. Ruede},
|
||
TITLE = {{Hybrid Parallelization Techniques for Lattice Boltzmann Free Surface Flows}},
|
||
YEAR = {2007},
|
||
JOURNAL = {Proceedings of Parallel CFD 2007},
|
||
PUBLISHER = {-},
|
||
PAGES = {1-8}
|
||
}
|
||
|
||
|
||
@ARTICLE{ Iglberger:2008:movPartLbm,
|
||
AUTHOR = {K. Iglberger and N. Thuerey and U. Ruede},
|
||
TITLE = {{Simulation of moving particles in 3D with the Lattice Boltzmann method}},
|
||
YEAR = {2008},
|
||
JOURNAL = {Computers and Mathematics with Applications, Mesoscopic Methods in Engineering and Science},
|
||
PUBLISHER = {Elsevier},
|
||
VOLUME = {55 (7)},
|
||
PAGES = {1461-1468},
|
||
EDITORS = {L.-S. Luo, M. Krafczyk and Y. Liu}
|
||
}
|
||
|
||
|
||
@ARTICLE{ Thuerey:2007:rtWaves,
|
||
AUTHOR = {N. Thuerey and M. Mueller-Fischer and S. Schirm and M. Gross},
|
||
TITLE = {{Real-time Breaking Waves for Shallow Water Simulations}},
|
||
YEAR = {2007},
|
||
JOURNAL = {Proc. Pacific Conference on Computer Graphics and Applications},
|
||
PUBLISHER = {IEEE Computer Society},
|
||
PAGES = {39-46}
|
||
}
|
||
|
||
|
||
@ARTICLE{ Thuerey:2007:swsBubbles,
|
||
AUTHOR = {N. Thuerey and F. Sadlo and S. Schirm and M. Mueller-Fischer and M. Gross},
|
||
TITLE = {{Real-time simulations of bubbles and foam within a shallow water framework}},
|
||
YEAR = {2007},
|
||
JOURNAL = SCA,
|
||
PUBLISHER = {Eurographics Association},
|
||
PAGES = {191-198}
|
||
}
|
||
|
||
|
||
@ARTICLE{ Thuerey:2006:SCA06dpfc,
|
||
AUTHOR = {N. Thuerey and R. Keiser and U. Ruede and M. Pauly},
|
||
TITLE = {{Detail-Preserving Fluid Control}},
|
||
YEAR = {2006},
|
||
JOURNAL = SCA,
|
||
PUBLISHER = {Eurographics Association},
|
||
PAGES = {7-12}
|
||
}
|
||
|
||
|
||
@ARTICLE{ Thuerey:2006:SCA06sws,
|
||
AUTHOR = {N. Thuerey and U. Ruede and M. Stamminger},
|
||
TITLE = {{Animation of Open water Phenomena with coupled Shallow Water and Free Surface Simulation}},
|
||
YEAR = {2006},
|
||
JOURNAL = SCA,
|
||
PUBLISHER = {Eurographics Association},
|
||
PAGES = {157-166}
|
||
}
|
||
|
||
|
||
@ARTICLE{ Thuerey:2006:VMV06,
|
||
AUTHOR = {N. Thuerey and K. Iglberger and U. Ruede},
|
||
TITLE = {{Free Surface Flows with Moving and Deforming Objects for LBM}},
|
||
YEAR = {2006},
|
||
JOURNAL = {Proceedings of Vision, Modeling and Visualization 2006},
|
||
PUBLISHER = {IOS Press},
|
||
PAGES = {193-200}
|
||
}
|
||
|
||
|
||
@ARTICLE{ Zheng:2006:VMV06,
|
||
AUTHOR = {Y. Zheng and H. Koestler and N. Thuerey and U. Ruede},
|
||
TITLE = {{Enhanced Motion Blur Calculation with Optical Flow}},
|
||
YEAR = {2006},
|
||
JOURNAL = {Proceedings of Vision, Modeling and Visualization 2006},
|
||
PUBLISHER = {IOS Press},
|
||
PAGES = {253-260}
|
||
}
|
||
|
||
|
||
@ARTICLE{ Binder:2006:jcollif,
|
||
AUTHOR = {C. Binder and C. Feichtinger and H.-J. Schmid and N. Thuerey and W. Peukert and U. Ruede},
|
||
TITLE = {{Simulation of the Hydrodynamic Drag of Aggregated Particles}},
|
||
YEAR = {2006},
|
||
JOURNAL = {Journal of Colloid and Interface Science},
|
||
PUBLISHER = {Elsevier},
|
||
VOLUME = {301},
|
||
PAGES = {155-167}
|
||
}
|
||
|
||
|
||
@ARTICLE{ Koerner:2006:PLBM,
|
||
AUTHOR = {C. Koerner and T. Pohl and U. Ruede and N. Thuerey and T. Zeiser},
|
||
TITLE = {{Parallel Lattice Boltzmann Methods for CFD Applications}},
|
||
YEAR = {2006},
|
||
JOURNAL = {Numerical Solution of Partial Differential Equations on Parallel Computers},
|
||
PUBLISHER = {Springer},
|
||
VOLUME = {ISBN 3-540-29076-1},
|
||
PAGES = {439-465}
|
||
}
|
||
|
||
|
||
@ARTICLE{ Thuerey:2006:adapParam,
|
||
AUTHOR = {N. Thuerey and T. Pohl and U. Ruede and M. Oechsner and C. Koerner},
|
||
TITLE = {{Optimization and Stabilization of LBM Free Surface Flow Simulations using Adaptive Parameterization}},
|
||
YEAR = {2006},
|
||
JOURNAL = {Computers and Fluids},
|
||
PUBLISHER = {Elsevier},
|
||
VOLUME = {35 [8-9]},
|
||
PAGES = {934-939}
|
||
}
|
||
|
||
|
||
@ARTICLE{ Koerner:2005:lbmFoaming,
|
||
AUTHOR = {C. Koerner and M. Thies and T. Hofmann and N. Thuerey and U. Ruede},
|
||
TITLE = {{Lattice Boltzmann Model for Free Surface Flow for Modeling Foaming}},
|
||
YEAR = {2005},
|
||
JOURNAL = {Journal of Statistical Physics},
|
||
PUBLISHER = {Springer},
|
||
VOLUME = {121 [1-2]},
|
||
PAGES = {179--196}
|
||
}
|
||
|
||
|
||
@ARTICLE{ Thuerey:2004:fsLevelsetLbm,
|
||
AUTHOR = {N. Thuerey and U. Ruede},
|
||
TITLE = {{Free Surface Lattice-Boltzmann fluid simulations with and without level sets}},
|
||
YEAR = {2004},
|
||
JOURNAL = {Proc. of Vision, Modelling, and Visualization VMV},
|
||
PUBLISHER = {IOS Press},
|
||
PAGES = {199-207}
|
||
}
|
||
|
||
|
||
@ARTICLE{ Pohl:2004:paraLbmSc,
|
||
AUTHOR = {T. Pohl and Frank Deserno and N. Thuerey and U. Ruede and P. Lammers and G. Wellein and T. Zeiser},
|
||
TITLE = {{Performance Evaluation of Parallel Large-Scale Lattice Boltzmann Applications on Three Supercomputing Architectures}},
|
||
YEAR = {2004},
|
||
JOURNAL = {SC '04: Proceedings of the 2004 ACM/IEEE conference on Supercomputing},
|
||
PUBLISHER = {IEEE Computer Society},
|
||
PAGES = {21}
|
||
}
|
||
|
||
|
||
@ARTICLE{ Thuerey:2002:perfOpt3dMg,
|
||
AUTHOR = {M. Kowarschik and U. Ruede and N. Thuerey and C. Weiss},
|
||
TITLE = {{Performance Optimization of 3D Multigrid on Hierarchical Memory Architectures}},
|
||
YEAR = {2002},
|
||
JOURNAL = {Proceedings of PARA'02},
|
||
PUBLISHER = {Springer, Lecture Notes in Computer Science},
|
||
PAGES = {307-318}
|
||
}
|
||
|
||
|
||
@ARTICLE{ Gross:2011:gameDesignChapter,
|
||
AUTHOR = {M. Gross and R. Sumner and N. Thuerey},
|
||
TITLE = {{The Design and Development of Computer Games}},
|
||
YEAR = {2011},
|
||
JOURNAL = {The Design of Material, Organism, and Minds (Editors: S. Lang, M. Hampe)},
|
||
PUBLISHER = {Springer},
|
||
VOLUME = {ISBN 978-3-549-68995-9},
|
||
PAGES = {14}
|
||
}
|
||
|
||
|
||
@ARTICLE{ Iglberger:2005:movNanoPart,
|
||
AUTHOR = {Iglberger and N. Thuerey and U. Ruede and H. Schmid and W. Peukert},
|
||
TITLE = {{Simulation of moving Nano-Particles with the Lattice Boltzmann Method in 3D}},
|
||
YEAR = {2005},
|
||
JOURNAL = {Proceedings of ASIM '05},
|
||
PUBLISHER = {SCS Publishing House}
|
||
}
|
||
|
||
|
||
@ARTICLE{ Feichtinger:2005:dragForcesLbm,
|
||
AUTHOR = {C. Feichtinger and N. Thuerey and U. Ruede and C. Binder and H. Schmid and W. Peukert},
|
||
TITLE = {{Drag Force Simulations of Particle Agglomerates with the Lattice-Boltzmann Method}},
|
||
YEAR = {2005},
|
||
JOURNAL = {Proceedings of ASIM '05},
|
||
PUBLISHER = {SCS Publishing House}
|
||
}
|
||
|
||
|
||
@ARTICLE{ Thuerey:2005:adapGridsLbm,
|
||
AUTHOR = {N. Thuerey and U. Ruede},
|
||
TITLE = {{Optimized Free Surface Fluids on Adaptive Grids with the Lattice Boltzmann Method}},
|
||
YEAR = {2005},
|
||
JOURNAL = {Poster},
|
||
PUBLISHER = {SIGGRAPH '05}
|
||
}
|
||
|
||
|
||
@ARTICLE{ Thuerey:2005:interactiveLbmFluids,
|
||
AUTHOR = {N. Thuerey and C. Koerner and U. Ruede},
|
||
TITLE = {{Interactive Free Surface Fluids with the Lattice Boltzmann Method}},
|
||
YEAR = {2005},
|
||
JOURNAL = {Technical Report 05-4},
|
||
PUBLISHER = {Department of Computer Science 10 System Simulation}
|
||
}
|
||
|
||
|
||
@ARTICLE{ Thuerey:2003:singlePhaseFsLbm,
|
||
AUTHOR = {N. Thuerey},
|
||
TITLE = {{A Lattice Boltzmann method for single-phase free surface flows in 3D}},
|
||
YEAR = {2003},
|
||
JOURNAL = {Master thesis},
|
||
PUBLISHER = {Dept. of Computer Science 10, University of Erlangen-Nuremberg}
|
||
}
|
||
|
||
|
||
@ARTICLE{ Thuerey:2002:cacheOptMg,
|
||
AUTHOR = {N. Thuerey},
|
||
TITLE = {{Cache Optimizations for Multigrid in 3D}},
|
||
YEAR = {2002},
|
||
JOURNAL = {Semester thesis},
|
||
PUBLISHER = {Dept. of Computer Science 10, University of Erlangen-Nuremberg}
|
||
}
|
||
|
||
|
||
|
||
|
||
% ----------------- external --------------------
|
||
|
||
@book{goldstine1990history,
|
||
title={A history of scientific computing},
|
||
author={Goldstine, H},
|
||
publisher={ACM},
|
||
year={1990}
|
||
}
|
||
|
||
@inproceedings{tompson2017,
|
||
title = {Accelerating Eulerian Fluid Simulation With Convolutional Networks},
|
||
booktitle = {Proceedings of Machine Learning Research},
|
||
author = {Tompson, Jonathan and Schlachter, Kristofer and Sprechmann, Pablo and Perlin, Ken},
|
||
year = 2017,
|
||
pages = {3424--3433}
|
||
}
|
||
|
||
@article{raissi2019pinn,
|
||
title={Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations},
|
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author={Raissi, Maziar and Perdikaris, Paris and Karniadakis, George},
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journal={Journal of Computational Physics},
|
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volume={378},
|
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pages={686--707},
|
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year={2019},
|
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publisher={Elsevier}
|
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}
|
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|
||
|
||
@book{stocker2014climate,
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title={Climate change 2013: the physical science basis: Working Group I contribution to the Fifth assessment report of the Intergovernmental Panel on Climate Change},
|
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author={Stocker, Thomas},
|
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year={2014},
|
||
publisher={Cambridge university press}
|
||
}
|
||
|
||
@article{maingi2019fesreport,
|
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title={Summary of the FESAC transformative enabling capabilities panel report},
|
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author={Maingi, Rajesh and Lumsdaine, Arnold and Allain, Jean Paul and Chacon, Luis and Gourlay, SA and others},
|
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journal={Fusion Science and Technology},
|
||
volume={75},
|
||
number={3},
|
||
pages={167--177},
|
||
year={2019},
|
||
publisher={Taylor Francis}
|
||
}
|
||
|
||
@article{o2016scalable,
|
||
title={Scalable quantum simulation of molecular energies},
|
||
author={O’Malley, Peter JJ and Babbush, Ryan and Kivlichan, Ian D and Romero, Jonathan and McClean, Jarrod R and Barends, Rami and Kelly, Julian and Roushan, Pedram and Tranter, Andrew and Ding, Nan and others},
|
||
journal={Physical Review X},
|
||
volume={6},
|
||
number={3},
|
||
pages={031007},
|
||
year={2016},
|
||
publisher={APS}
|
||
}
|
||
|
||
@inproceedings{krizhevsky2012,
|
||
title = {ImageNet Classification with Deep Convolutional Neural Networks},
|
||
author = {Alex Krizhevsky and Sutskever, Ilya and Hinton, Geoffrey E},
|
||
booktitle = {Advances in Neural Information Processing Systems},
|
||
year =2012,
|
||
}
|
||
|
||
@article{radford2019language,
|
||
title={Language models are unsupervised multitask learners},
|
||
author={Radford, Alec and Wu, Jeffrey and Child, Rewon and Luan, David and Amodei, Dario and Sutskever, Ilya},
|
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