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BibTeX records: Nils Thürey
@article{DBLP:journals/corr/abs-2402-12971, author = {Bj{\"{o}}rn List and Li{-}Wei Chen and Kartik Bali and Nils Thuerey}, title = {How Temporal Unrolling Supports Neural Physics Simulators}, journal = {CoRR}, volume = {abs/2402.12971}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.12971}, doi = {10.48550/ARXIV.2402.12971}, eprinttype = {arXiv}, eprint = {2402.12971}, timestamp = {Fri, 22 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-12971.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-16680, author = {Rene Winchenbach and Nils Thuerey}, title = {Symmetric Basis Convolutions for Learning Lagrangian Fluid Mechanics}, journal = {CoRR}, volume = {abs/2403.16680}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.16680}, doi = {10.48550/ARXIV.2403.16680}, eprinttype = {arXiv}, eprint = {2403.16680}, timestamp = {Tue, 09 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-16680.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-17131, author = {Li{-}Wei Chen and Nils Thuerey}, title = {Deep learning-based predictive modelling of transonic flow over an aerofoil}, journal = {CoRR}, volume = {abs/2403.17131}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.17131}, doi = {10.48550/ARXIV.2403.17131}, eprinttype = {arXiv}, eprint = {2403.17131}, timestamp = {Thu, 11 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-17131.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nca/XieT23, author = {You Xie and Nils Thuerey}, title = {Reviving autoencoder pretraining}, journal = {Neural Comput. Appl.}, volume = {35}, number = {6}, pages = {4587--4619}, year = {2023}, url = {https://doi.org/10.1007/s00521-022-07892-0}, doi = {10.1007/S00521-022-07892-0}, timestamp = {Tue, 28 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/nca/XieT23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/KohlCT23, author = {Georg Kohl and Li{-}Wei Chen and Nils Thuerey}, editor = {Brian Williams and Yiling Chen and Jennifer Neville}, title = {Learning Similarity Metrics for Volumetric Simulations with Multiscale CNNs}, booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI} 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February 7-14, 2023}, pages = {8351--8359}, publisher = {{AAAI} Press}, year = {2023}, url = {https://doi.org/10.1609/aaai.v37i7.26007}, doi = {10.1609/AAAI.V37I7.26007}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/KohlCT23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/FranzST23, author = {Erik Franz and Barbara Solenthaler and Nils Thuerey}, title = {Learning to Estimate Single-View Volumetric Flow Motions without 3D Supervision}, booktitle = {The Eleventh International Conference on Learning Representations, {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023}, publisher = {OpenReview.net}, year = {2023}, url = {https://openreview.net/pdf?id=2vmGv5wPDBZ}, timestamp = {Fri, 30 Jun 2023 14:38:38 +0200}, biburl = {https://dblp.org/rec/conf/iclr/FranzST23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/HolzschuhVT23, author = {Benjamin J. Holzschuh and Simona Vegetti and Nils Thuerey}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {Solving Inverse Physics Problems with Score Matching}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/c2f2230abc7ccf669f403be881d3ffb7-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/HolzschuhVT23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/vmv/PaliardTU23, author = {Chlo{\'{e}} Paliard and Nils Thuerey and Kiwon Um}, editor = {Michael Guthe and Thorsten Grosch}, title = {Exploring Physical Latent Spaces for High-Resolution Flow Restoration}, booktitle = {{VMV} 2023, 28th International Symposium on Vision, Modeling, and Visualization, Braunschweig, Germany, September 27-29, 2023}, pages = {199--207}, publisher = {Eurographics Association}, year = {2023}, url = {https://doi.org/10.2312/vmv.20231243}, doi = {10.2312/VMV.20231243}, timestamp = {Mon, 22 Apr 2024 13:47:20 +0200}, biburl = {https://dblp.org/rec/conf/vmv/PaliardTU23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2301-10250, author = {Benjamin J. Holzschuh and Simona Vegetti and Nils Thuerey}, title = {Score Matching via Differentiable Physics}, journal = {CoRR}, volume = {abs/2301.10250}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2301.10250}, doi = {10.48550/ARXIV.2301.10250}, eprinttype = {arXiv}, eprint = {2301.10250}, timestamp = {Thu, 26 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2301-10250.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2302-14470, author = {Erik Franz and Barbara Solenthaler and Nils Thuerey}, title = {Learning to Estimate Single-View Volumetric Flow Motions without 3D Supervision}, journal = {CoRR}, volume = {abs/2302.14470}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2302.14470}, doi = {10.48550/ARXIV.2302.14470}, eprinttype = {arXiv}, eprint = {2302.14470}, timestamp = {Thu, 02 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2302-14470.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2309-01745, author = {Georg Kohl and Li{-}Wei Chen and Nils Thuerey}, title = {Turbulent Flow Simulation using Autoregressive Conditional Diffusion Models}, journal = {CoRR}, volume = {abs/2309.01745}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2309.01745}, doi = {10.48550/ARXIV.2309.01745}, eprinttype = {arXiv}, eprint = {2309.01745}, timestamp = {Mon, 11 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2309-01745.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2309-16400, author = {Robin Greif and Frank Jenko and Nils Thuerey}, title = {Physics-Preserving AI-Accelerated Simulations of Plasma Turbulence}, journal = {CoRR}, volume = {abs/2309.16400}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2309.16400}, doi = {10.48550/ARXIV.2309.16400}, eprinttype = {arXiv}, eprint = {2309.16400}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2309-16400.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2312-05320, author = {Qiang Liu and Nils Thuerey}, title = {Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusion Probabilistic Models}, journal = {CoRR}, volume = {abs/2312.05320}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2312.05320}, doi = {10.48550/ARXIV.2312.05320}, eprinttype = {arXiv}, eprint = {2312.05320}, timestamp = {Tue, 09 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2312-05320.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/XieMYT22, author = {You Xie and Huiqi Mao and Angela Yao and Nils Thuerey}, title = {TemporalUV: Capturing Loose Clothing with Temporally Coherent {UV} Coordinates}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022}, pages = {3440--3449}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/CVPR52688.2022.00344}, doi = {10.1109/CVPR52688.2022.00344}, timestamp = {Tue, 04 Oct 2022 15:11:56 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/XieMYT22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/SchnellHT22, author = {Patrick Schnell and Philipp Holl and Nils Thuerey}, title = {Half-Inverse Gradients for Physical Deep Learning}, booktitle = {The Tenth International Conference on Learning Representations, {ICLR} 2022, Virtual Event, April 25-29, 2022}, publisher = {OpenReview.net}, year = {2022}, url = {https://openreview.net/forum?id=HTx7vrlLBEj}, timestamp = {Sat, 20 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/SchnellHT22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iros/WinkelbauerBHTT22, author = {Dominik Winkelbauer and Berthold B{\"{a}}uml and Matthias Humt and Nils Thuerey and Rudolph Triebel}, title = {A Two-stage Learning Architecture that Generates High-Quality Grasps for a Multi-Fingered Hand}, booktitle = {{IEEE/RSJ} International Conference on Intelligent Robots and Systems, {IROS} 2022, Kyoto, Japan, October 23-27, 2022}, pages = {4757--4764}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/IROS47612.2022.9981133}, doi = {10.1109/IROS47612.2022.9981133}, timestamp = {Tue, 03 Jan 2023 14:18:21 +0100}, biburl = {https://dblp.org/rec/conf/iros/WinkelbauerBHTT22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/HollKT22, author = {Philipp Holl and Vladlen Koltun and Nils Thuerey}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Scale-invariant Learning by Physics Inversion}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/240cc9ac4789351653d13cfcba4ee85c-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/HollKT22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/PrantlUKT22, author = {Lukas Prantl and Benjamin Ummenhofer and Vladlen Koltun and Nils Thuerey}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Guaranteed Conservation of Momentum for Learning Particle-based Fluid Dynamics}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/2dd7f33ffbb59b4ff987be5442a13016-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/PrantlUKT22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/SantestebanOTC22, author = {Igor Santesteban and Miguel A. Otaduy and Nils Thuerey and Dan Casas}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {ULNeF: Untangled Layered Neural Fields for Mix-and-Match Virtual Try-On}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/4ee3ac2cd119023c79b0d21c4a464dc7-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/SantestebanOTC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/vmv/WinchenbachT22, author = {Rene Winchenbach and Nils Thuerey}, editor = {Jan Bender and Mario Botsch and Daniel A. Keim}, title = {Visualizing Optimizers using Chebyshev Proxies and Fatou Sets}, booktitle = {{VMV} 2022, 27th International Symposium on Vision, Modeling, and Visualization, Konstanz, Germany, September 27-30, 2022}, pages = {75--82}, publisher = {Eurographics Association}, year = {2022}, url = {https://doi.org/10.2312/vmv.20221206}, doi = {10.2312/VMV.20221206}, timestamp = {Tue, 20 Dec 2022 14:07:18 +0100}, biburl = {https://dblp.org/rec/conf/vmv/WinchenbachT22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-04109, author = {Georg Kohl and Li{-}Wei Chen and Nils Thuerey}, title = {Learning Similarity Metrics for Volumetric Simulations with Multiscale CNNs}, journal = {CoRR}, volume = {abs/2202.04109}, year = {2022}, url = {https://arxiv.org/abs/2202.04109}, eprinttype = {arXiv}, eprint = {2202.04109}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-04109.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-06988, author = {Bj{\"{o}}rn List and Li{-}Wei Chen and Nils Th{\"{u}}rey}, title = {Learned Turbulence Modelling with Differentiable Fluid Solvers}, journal = {CoRR}, volume = {abs/2202.06988}, year = {2022}, url = {https://arxiv.org/abs/2202.06988}, eprinttype = {arXiv}, eprint = {2202.06988}, timestamp = {Tue, 01 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-06988.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2203-07895, author = {Jonathan Klimesch and Philipp Holl and Nils Thuerey}, title = {Simulating Liquids with Graph Networks}, journal = {CoRR}, volume = {abs/2203.07895}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.07895}, doi = {10.48550/ARXIV.2203.07895}, eprinttype = {arXiv}, eprint = {2203.07895}, timestamp = {Mon, 28 Mar 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-07895.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2203-10131, author = {Patrick Schnell and Philipp Holl and Nils Thuerey}, title = {Half-Inverse Gradients for Physical Deep Learning}, journal = {CoRR}, volume = {abs/2203.10131}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.10131}, doi = {10.48550/ARXIV.2203.10131}, eprinttype = {arXiv}, eprint = {2203.10131}, timestamp = {Mon, 28 Mar 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-10131.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2204-03671, author = {You Xie and Huiqi Mao and Angela Yao and Nils Thuerey}, title = {TemporalUV: Capturing Loose Clothing with Temporally Coherent {UV} Coordinates}, journal = {CoRR}, volume = {abs/2204.03671}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2204.03671}, doi = {10.48550/ARXIV.2204.03671}, eprinttype = {arXiv}, eprint = {2204.03671}, timestamp = {Wed, 13 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2204-03671.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2205-00865, author = {Sagar Garg and Stephan Rasp and Nils Thuerey}, title = {WeatherBench Probability: {A} benchmark dataset for probabilistic medium-range weather forecasting along with deep learning baseline models}, journal = {CoRR}, volume = {abs/2205.00865}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2205.00865}, doi = {10.48550/ARXIV.2205.00865}, eprinttype = {arXiv}, eprint = {2205.00865}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2205-00865.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2205-01222, author = {Maximilian M{\"{u}}ller and Robin Greif and Frank Jenko and Nils Thuerey}, title = {Leveraging Stochastic Predictions of Bayesian Neural Networks for Fluid Simulations}, journal = {CoRR}, volume = {abs/2205.01222}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2205.01222}, doi = {10.48550/ARXIV.2205.01222}, eprinttype = {arXiv}, eprint = {2205.01222}, timestamp = {Thu, 05 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2205-01222.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-00342, author = {Brener Ramos and Felix Trost and Nils Thuerey}, title = {Control of Two-way Coupled Fluid Systems with Differentiable Solvers}, journal = {CoRR}, volume = {abs/2206.00342}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.00342}, doi = {10.48550/ARXIV.2206.00342}, eprinttype = {arXiv}, eprint = {2206.00342}, timestamp = {Mon, 13 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-00342.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2209-02316, author = {Lukas Prantl and Jan Bender and Tassilo Kugelstadt and Nils Thuerey}, title = {Wavelet-based Loss for High-frequency Interface Dynamics}, journal = {CoRR}, volume = {abs/2209.02316}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2209.02316}, doi = {10.48550/ARXIV.2209.02316}, eprinttype = {arXiv}, eprint = {2209.02316}, timestamp = {Mon, 26 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2209-02316.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-06036, author = {Lukas Prantl and Benjamin Ummenhofer and Vladlen Koltun and Nils Thuerey}, title = {Guaranteed Conservation of Momentum for Learning Particle-based Fluid Dynamics}, journal = {CoRR}, volume = {abs/2210.06036}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.06036}, doi = {10.48550/ARXIV.2210.06036}, eprinttype = {arXiv}, eprint = {2210.06036}, timestamp = {Tue, 18 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-06036.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-11298, author = {Chlo{\'{e}} Paliard and Nils Thuerey and Kiwon Um}, title = {Exploring Physical Latent Spaces for Deep Learning}, journal = {CoRR}, volume = {abs/2211.11298}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.11298}, doi = {10.48550/ARXIV.2211.11298}, eprinttype = {arXiv}, eprint = {2211.11298}, timestamp = {Thu, 24 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-11298.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tap/UmHWT21, author = {Kiwon Um and Xiangyu Hu and Bing Wang and Nils Thuerey}, title = {Spot the Difference: Accuracy of Numerical Simulations via the Human Visual System}, journal = {{ACM} Trans. Appl. Percept.}, volume = {18}, number = {2}, pages = {6:1--6:15}, year = {2021}, url = {https://doi.org/10.1145/3449064}, doi = {10.1145/3449064}, timestamp = {Sat, 08 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tap/UmHWT21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tog/ChuTSTZ21, author = {Mengyu Chu and Nils Thuerey and Hans{-}Peter Seidel and Christian Theobalt and Rhaleb Zayer}, title = {Learning meaningful controls for fluids}, journal = {{ACM} Trans. Graph.}, volume = {40}, number = {4}, pages = {100:1--100:13}, year = {2021}, url = {https://doi.org/10.1145/3450626.3459845}, doi = {10.1145/3450626.3459845}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tog/ChuTSTZ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tvcg/KugelstadtLTB21, author = {Tassilo Kugelstadt and Andreas Longva and Nils Thuerey and Jan Bender}, title = {Implicit Density Projection for Volume Conserving Liquids}, journal = {{IEEE} Trans. Vis. Comput. Graph.}, volume = {27}, number = {4}, pages = {2385--2395}, year = {2021}, url = {https://doi.org/10.1109/TVCG.2019.2947437}, doi = {10.1109/TVCG.2019.2947437}, timestamp = {Tue, 01 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tvcg/KugelstadtLTB21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tvcg/WeissCTW21, author = {Sebastian Weiss and Mengyu Chu and Nils Thuerey and R{\"{u}}diger Westermann}, title = {Volumetric Isosurface Rendering with Deep Learning-Based Super-Resolution}, journal = {{IEEE} Trans. Vis. Comput. Graph.}, volume = {27}, number = {6}, pages = {3064--3078}, year = {2021}, url = {https://doi.org/10.1109/TVCG.2019.2956697}, doi = {10.1109/TVCG.2019.2956697}, timestamp = {Tue, 01 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tvcg/WeissCTW21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/FranzST21, author = {Erik Franz and Barbara Solenthaler and Nils Thuerey}, title = {Global Transport for Fluid Reconstruction With Learned Self-Supervision}, booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2021, virtual, June 19-25, 2021}, pages = {1632--1642}, publisher = {Computer Vision Foundation / {IEEE}}, year = {2021}, url = {https://openaccess.thecvf.com/content/CVPR2021/html/Franz\_Global\_Transport\_for\_Fluid\_Reconstruction\_With\_Learned\_Self-Supervision\_CVPR\_2021\_paper.html}, doi = {10.1109/CVPR46437.2021.00168}, timestamp = {Mon, 18 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/FranzST21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/OstMTKH21, author = {Julian Ost and Fahim Mannan and Nils Thuerey and Julian Knodt and Felix Heide}, title = {Neural Scene Graphs for Dynamic Scenes}, booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2021, virtual, June 19-25, 2021}, pages = {2856--2865}, publisher = {Computer Vision Foundation / {IEEE}}, year = {2021}, url = {https://openaccess.thecvf.com/content/CVPR2021/html/Ost\_Neural\_Scene\_Graphs\_for\_Dynamic\_Scenes\_CVPR\_2021\_paper.html}, doi = {10.1109/CVPR46437.2021.00288}, timestamp = {Mon, 18 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/OstMTKH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/SantestebanTOC21, author = {Igor Santesteban and Nils Thuerey and Miguel A. Otaduy and Dan Casas}, title = {Self-Supervised Collision Handling via Generative 3D Garment Models for Virtual Try-On}, booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2021, virtual, June 19-25, 2021}, pages = {11763--11773}, publisher = {Computer Vision Foundation / {IEEE}}, year = {2021}, url = {https://openaccess.thecvf.com/content/CVPR2021/html/Santesteban\_Self-Supervised\_Collision\_Handling\_via\_Generative\_3D\_Garment\_Models\_for\_Virtual\_CVPR\_2021\_paper.html}, doi = {10.1109/CVPR46437.2021.01159}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/SantestebanTOC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ipmi/ShitDEPSTM21, author = {Suprosanna Shit and Dhritiman Das and Ivan Ezhov and Johannes C. Paetzold and Augusto Fava{-}Sanches and Nils Thuerey and Bjoern H. Menze}, editor = {Aasa Feragen and Stefan Sommer and Julia A. Schnabel and Mads Nielsen}, title = {Velocity-To-Pressure {(V2P)} - Net: Inferring Relative Pressures from Time-Varying 3D Fluid Flow Velocities}, booktitle = {Information Processing in Medical Imaging - 27th International Conference, {IPMI} 2021, Virtual Event, June 28-June 30, 2021, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {12729}, pages = {545--558}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-78191-0\_42}, doi = {10.1007/978-3-030-78191-0\_42}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ipmi/ShitDEPSTM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2104-06031, author = {Erik Franz and Barbara Solenthaler and Nils Thuerey}, title = {Global Transport for Fluid Reconstruction with Learned Self-Supervision}, journal = {CoRR}, volume = {abs/2104.06031}, year = {2021}, url = {https://arxiv.org/abs/2104.06031}, eprinttype = {arXiv}, eprint = {2104.06031}, timestamp = {Mon, 19 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2104-06031.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2105-06462, author = {Igor Santesteban and Nils Thuerey and Miguel A. Otaduy and Dan Casas}, title = {Self-Supervised Collision Handling via Generative 3D Garment Models for Virtual Try-On}, journal = {CoRR}, volume = {abs/2105.06462}, year = {2021}, url = {https://arxiv.org/abs/2105.06462}, eprinttype = {arXiv}, eprint = {2105.06462}, timestamp = {Tue, 18 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2105-06462.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2109-02183, author = {Li{-}Wei Chen and Nils Thuerey}, title = {Towards high-accuracy deep learning inference of compressible turbulent flows over aerofoils}, journal = {CoRR}, volume = {abs/2109.02183}, year = {2021}, url = {https://arxiv.org/abs/2109.02183}, eprinttype = {arXiv}, eprint = {2109.02183}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2109-02183.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2109-05237, author = {Nils Thuerey and Philipp Holl and Maximilian M{\"{u}}ller and Patrick Schnell and Felix Trost and Kiwon Um}, title = {Physics-based Deep Learning}, journal = {CoRR}, volume = {abs/2109.05237}, year = {2021}, url = {https://arxiv.org/abs/2109.05237}, eprinttype = {arXiv}, eprint = {2109.05237}, timestamp = {Tue, 21 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2109-05237.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2109-15048, author = {Philipp Holl and Vladlen Koltun and Nils Thuerey}, title = {Physical Gradients for Deep Learning}, journal = {CoRR}, volume = {abs/2109.15048}, year = {2021}, url = {https://arxiv.org/abs/2109.15048}, eprinttype = {arXiv}, eprint = {2109.15048}, timestamp = {Mon, 04 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2109-15048.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cgf/WiewelKAST20, author = {Steffen Wiewel and Byungsoo Kim and Vinicius C. Azevedo and Barbara Solenthaler and Nils Thuerey}, title = {Latent Space Subdivision: Stable and Controllable Time Predictions for Fluid Flow}, journal = {Comput. Graph. Forum}, volume = {39}, number = {8}, pages = {15--25}, year = {2020}, url = {https://doi.org/10.1111/cgf.14097}, doi = {10.1111/CGF.14097}, timestamp = {Tue, 12 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cgf/WiewelKAST20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tog/ChuXMLT20, author = {Mengyu Chu and You Xie and Jonas Mayer and Laura Leal{-}Taix{\'{e}} and Nils Thuerey}, title = {Learning temporal coherence via self-supervision for GAN-based video generation}, journal = {{ACM} Trans. Graph.}, volume = {39}, number = {4}, pages = {75}, year = {2020}, url = {https://doi.org/10.1145/3386569.3392457}, doi = {10.1145/3386569.3392457}, timestamp = {Fri, 04 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tog/ChuXMLT20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tvcg/IbayashiWTIA20, author = {Hikaru Ibayashi and Chris Wojtan and Nils Thuerey and Takeo Igarashi and Ryoichi Ando}, title = {Simulating Liquids on Dynamically Warping Grids}, journal = {{IEEE} Trans. Vis. Comput. Graph.}, volume = {26}, number = {6}, pages = {2288--2302}, year = {2020}, url = {https://doi.org/10.1109/TVCG.2018.2883628}, doi = {10.1109/TVCG.2018.2883628}, timestamp = {Sat, 30 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tvcg/IbayashiWTIA20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/Weiss0CWT20, author = {Sebastian Weiss and Robert Maier and Daniel Cremers and R{\"{u}}diger Westermann and Nils Thuerey}, title = {Correspondence-Free Material Reconstruction using Sparse Surface Constraints}, booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2020, Seattle, WA, USA, June 13-19, 2020}, pages = {4685--4694}, publisher = {Computer Vision Foundation / {IEEE}}, year = {2020}, url = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Weiss\_Correspondence-Free\_Material\_Reconstruction\_using\_Sparse\_Surface\_Constraints\_CVPR\_2020\_paper.html}, doi = {10.1109/CVPR42600.2020.00474}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/Weiss0CWT20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/HollTK20, author = {Philipp Holl and Nils Thuerey and Vladlen Koltun}, title = {Learning to Control PDEs with Differentiable Physics}, booktitle = {8th International Conference on Learning Representations, {ICLR} 2020, Addis Ababa, Ethiopia, April 26-30, 2020}, publisher = {OpenReview.net}, year = {2020}, url = {https://openreview.net/forum?id=HyeSin4FPB}, timestamp = {Thu, 07 May 2020 17:11:47 +0200}, biburl = {https://dblp.org/rec/conf/iclr/HollTK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/PrantlCJT20, author = {Lukas Prantl and Nuttapong Chentanez and Stefan Jeschke and Nils Thuerey}, title = {Tranquil Clouds: Neural Networks for Learning Temporally Coherent Features in Point Clouds}, booktitle = {8th International Conference on Learning Representations, {ICLR} 2020, Addis Ababa, Ethiopia, April 26-30, 2020}, publisher = {OpenReview.net}, year = {2020}, url = {https://openreview.net/forum?id=BJeKh3VYDH}, timestamp = {Thu, 07 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/PrantlCJT20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/UmmenhoferPTK20, author = {Benjamin Ummenhofer and Lukas Prantl and Nils Thuerey and Vladlen Koltun}, title = {Lagrangian Fluid Simulation with Continuous Convolutions}, booktitle = {8th International Conference on Learning Representations, {ICLR} 2020, Addis Ababa, Ethiopia, April 26-30, 2020}, publisher = {OpenReview.net}, year = {2020}, url = {https://openreview.net/forum?id=B1lDoJSYDH}, timestamp = {Thu, 07 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/UmmenhoferPTK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/KohlUT20, author = {Georg Kohl and Kiwon Um and Nils Thuerey}, title = {Learning Similarity Metrics for Numerical Simulations}, booktitle = {Proceedings of the 37th International Conference on Machine Learning, {ICML} 2020, 13-18 July 2020, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {119}, pages = {5349--5360}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v119/kohl20a.html}, timestamp = {Tue, 15 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/KohlUT20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/UmBFHT20, author = {Kiwon Um and Robert Brand and Yun (Raymond) Fei and Philipp Holl and Nils Thuerey}, editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria{-}Florina Balcan and Hsuan{-}Tien Lin}, title = {Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers}, booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual}, year = {2020}, url = {https://proceedings.neurips.cc/paper/2020/hash/43e4e6a6f341e00671e123714de019a8-Abstract.html}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/UmBFHT20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2001-07457, author = {Philipp Holl and Vladlen Koltun and Nils Thuerey}, title = {Learning to Control PDEs with Differentiable Physics}, journal = {CoRR}, volume = {abs/2001.07457}, year = {2020}, url = {https://arxiv.org/abs/2001.07457}, eprinttype = {arXiv}, eprint = {2001.07457}, timestamp = {Fri, 24 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2001-07457.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2002-07863, author = {Georg Kohl and Kiwon Um and Nils Thuerey}, title = {Learning Similarity Metrics for Numerical Simulations}, journal = {CoRR}, volume = {abs/2002.07863}, year = {2020}, url = {https://arxiv.org/abs/2002.07863}, eprinttype = {arXiv}, eprint = {2002.07863}, timestamp = {Sat, 23 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2002-07863.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2003-08723, author = {Steffen Wiewel and Byungsoo Kim and Vinicius C. Azevedo and Barbara Solenthaler and Nils Thuerey}, title = {Latent Space Subdivision: Stable and Controllable Time Predictions for Fluid Flow}, journal = {CoRR}, volume = {abs/2003.08723}, year = {2020}, url = {https://arxiv.org/abs/2003.08723}, eprinttype = {arXiv}, eprint = {2003.08723}, timestamp = {Mon, 23 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2003-08723.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2005-08119, author = {Hao Ma and Xiangyu Hu and Yuxuan Zhang and Nils Thuerey and Oskar J. Haidn}, title = {A Combined Data-driven and Physics-driven Method for Steady Heat Conduction Prediction using Deep Convolutional Neural Networks}, journal = {CoRR}, volume = {abs/2005.08119}, year = {2020}, url = {https://arxiv.org/abs/2005.08119}, eprinttype = {arXiv}, eprint = {2005.08119}, timestamp = {Fri, 22 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2005-08119.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-00016, author = {Kiwon Um and Yun (Raymond) Fei and Philipp Holl and Robert Brand and Nils Thuerey}, title = {Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers}, journal = {CoRR}, volume = {abs/2007.00016}, year = {2020}, url = {https://arxiv.org/abs/2007.00016}, eprinttype = {arXiv}, eprint = {2007.00016}, timestamp = {Tue, 09 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-00016.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-00024, author = {You Xie and Nils Thuerey}, title = {Data-driven Regularization via Racecar Training for Generalizing Neural Networks}, journal = {CoRR}, volume = {abs/2007.00024}, year = {2020}, url = {https://arxiv.org/abs/2007.00024}, eprinttype = {arXiv}, eprint = {2007.00024}, timestamp = {Mon, 06 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-00024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2011-10257, author = {Kiwon Um and Xiangyu Hu and Nils Thuerey}, title = {Perceptual Evaluation of Liquid Simulation Methods}, journal = {CoRR}, volume = {abs/2011.10257}, year = {2020}, url = {https://arxiv.org/abs/2011.10257}, eprinttype = {arXiv}, eprint = {2011.10257}, timestamp = {Wed, 25 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2011-10257.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2011-10284, author = {Marie{-}Lena Eckert and Kiwon Um and Nils Thuerey}, title = {ScalarFlow: {A} Large-Scale Volumetric Data Set of Real-world Scalar Transport Flows for Computer Animation and Machine Learning}, journal = {CoRR}, volume = {abs/2011.10284}, year = {2020}, url = {https://arxiv.org/abs/2011.10284}, eprinttype = {arXiv}, eprint = {2011.10284}, timestamp = {Wed, 25 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2011-10284.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2011-10379, author = {Julian Ost and Fahim Mannan and Nils Thuerey and Julian Knodt and Felix Heide}, title = {Neural Scene Graphs for Dynamic Scenes}, journal = {CoRR}, volume = {abs/2011.10379}, year = {2020}, url = {https://arxiv.org/abs/2011.10379}, eprinttype = {arXiv}, eprint = {2011.10379}, timestamp = {Wed, 25 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2011-10379.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cgf/KimATKGS19, author = {Byungsoo Kim and Vinicius C. Azevedo and Nils Thuerey and Theodore Kim and Markus H. Gross and Barbara Solenthaler}, title = {Deep Fluids: {A} Generative Network for Parameterized Fluid Simulations}, journal = {Comput. Graph. Forum}, volume = {38}, number = {2}, pages = {59--70}, year = {2019}, url = {https://doi.org/10.1111/cgf.13619}, doi = {10.1111/CGF.13619}, timestamp = {Mon, 23 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cgf/KimATKGS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cgf/WiewelBT19, author = {Steffen Wiewel and Moritz Becher and Nils Th{\"{u}}rey}, title = {Latent Space Physics: Towards Learning the Temporal Evolution of Fluid Flow}, journal = {Comput. Graph. Forum}, volume = {38}, number = {2}, pages = {71--82}, year = {2019}, url = {https://doi.org/10.1111/cgf.13620}, doi = {10.1111/CGF.13620}, timestamp = {Thu, 04 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cgf/WiewelBT19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pacmcgit/WerhahnXCT19, author = {Maximilian Werhahn and You Xie and Mengyu Chu and Nils Thuerey}, title = {A Multi-Pass {GAN} for Fluid Flow Super-Resolution}, journal = {Proc. {ACM} Comput. Graph. Interact. Tech.}, volume = {2}, number = {2}, pages = {10:1--10:21}, year = {2019}, url = {https://doi.org/10.1145/3340251}, doi = {10.1145/3340251}, timestamp = {Fri, 04 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pacmcgit/WerhahnXCT19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tog/EckertUT19, author = {Marie{-}Lena Eckert and Kiwon Um and Nils Thuerey}, title = {ScalarFlow: a large-scale volumetric data set of real-world scalar transport flows for computer animation and machine learning}, journal = {{ACM} Trans. Graph.}, volume = {38}, number = {6}, pages = {239:1--239:16}, year = {2019}, url = {https://doi.org/10.1145/3355089.3356545}, doi = {10.1145/3355089.3356545}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tog/EckertUT19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/PrantlBT19, author = {Lukas Prantl and Boris Bonev and Nils Thuerey}, title = {Generating Liquid Simulations with Deformation-aware Neural Networks}, booktitle = {7th International Conference on Learning Representations, {ICLR} 2019, New Orleans, LA, USA, May 6-9, 2019}, publisher = {OpenReview.net}, year = {2019}, url = {https://openreview.net/forum?id=HyeGBj09Fm}, timestamp = {Thu, 25 Jul 2019 13:03:15 +0200}, biburl = {https://dblp.org/rec/conf/iclr/PrantlBT19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/siggraph/MitraKGTKG19, author = {Niloy J. Mitra and Iasonas Kokkinos and Paul Guerrero and Nils Thuerey and Vladimir G. Kim and Leonidas J. Guibas}, title = {CreativeAI: deep learning for graphics}, booktitle = {Special Interest Group on Computer Graphics and Interactive Techniques Conference, {SIGGRAPH} 2019, Los Angeles, CA, USA, July 28 - August 01, 2019, Courses}, pages = {8:1--8:265}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3305366.3328059}, doi = {10.1145/3305366.3328059}, timestamp = {Mon, 25 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/siggraph/MitraKGTKG19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-01689, author = {Maximilian Werhahn and You Xie and Mengyu Chu and Nils Thuerey}, title = {A Multi-Pass {GAN} for Fluid Flow Super-Resolution}, journal = {CoRR}, volume = {abs/1906.01689}, year = {2019}, url = {http://arxiv.org/abs/1906.01689}, eprinttype = {arXiv}, eprint = {1906.01689}, timestamp = {Thu, 13 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-01689.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-06520, author = {Sebastian Weiss and Mengyu Chu and Nils Thuerey and R{\"{u}}diger Westermann}, title = {Volumetric Isosurface Rendering with Deep Learning-Based Super-Resolution}, journal = {CoRR}, volume = {abs/1906.06520}, year = {2019}, url = {http://arxiv.org/abs/1906.06520}, eprinttype = {arXiv}, eprint = {1906.06520}, timestamp = {Mon, 24 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-06520.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1907-05279, author = {Lukas Prantl and Nuttapong Chentanez and Stefan Jeschke and Nils Thuerey}, title = {Tranquil Clouds: Neural Networks for Learning Temporally Coherent Features in Point Clouds}, journal = {CoRR}, volume = {abs/1907.05279}, year = {2019}, url = {http://arxiv.org/abs/1907.05279}, eprinttype = {arXiv}, eprint = {1907.05279}, timestamp = {Wed, 17 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1907-05279.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-01812, author = {Sebastian Weiss and Robert Maier and R{\"{u}}diger Westermann and Daniel Cremers and Nils Thuerey}, title = {Sparse Surface Constraints for Combining Physics-based Elasticity Simulation and Correspondence-Free Object Reconstruction}, journal = {CoRR}, volume = {abs/1910.01812}, year = {2019}, url = {http://arxiv.org/abs/1910.01812}, eprinttype = {arXiv}, eprint = {1910.01812}, timestamp = {Thu, 05 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-01812.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cgf/SatoWTIA18, author = {Takahiro Sato and Christopher Wojtan and Nils Th{\"{u}}rey and Takeo Igarashi and Ryoichi Ando}, title = {Extended Narrow Band {FLIP} for Liquid Simulations}, journal = {Comput. Graph. Forum}, volume = {37}, number = {2}, pages = {169--177}, year = {2018}, url = {https://doi.org/10.1111/cgf.13351}, doi = {10.1111/CGF.13351}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cgf/SatoWTIA18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cgf/EckertHT18, author = {Marie{-}Lena Eckert and Wolfgang Heidrich and Nils Th{\"{u}}rey}, title = {Coupled Fluid Density and Motion from Single Views}, journal = {Comput. Graph. Forum}, volume = {37}, number = {8}, pages = {47--58}, year = {2018}, url = {https://doi.org/10.1111/cgf.13511}, doi = {10.1111/CGF.13511}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cgf/EckertHT18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cgf/UmHT18, author = {Kiwon Um and Xiangyu Hu and Nils Thuerey}, title = {Liquid Splash Modeling with Neural Networks}, journal = {Comput. Graph. Forum}, volume = {37}, number = {8}, pages = {171--182}, year = {2018}, url = {https://doi.org/10.1111/cgf.13522}, doi = {10.1111/CGF.13522}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cgf/UmHT18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcst/RenYLTTL18, author = {Bo Ren and Xu{-}Yun Yang and Ming C. Lin and Nils Thuerey and Matthias Teschner and Chen{-}Feng Li}, title = {Visual Simulation of Multiple Fluids in Computer Graphics: {A} State-of-the-Art Report}, journal = {J. Comput. Sci. Technol.}, volume = {33}, number = {3}, pages = {431--451}, year = {2018}, url = {https://doi.org/10.1007/s11390-018-1829-0}, doi = {10.1007/S11390-018-1829-0}, timestamp = {Thu, 29 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jcst/RenYLTTL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tog/XieFCT18, author = {You Xie and Erik Franz and Mengyu Chu and Nils Thuerey}, title = {tempoGAN: a temporally coherent, volumetric {GAN} for super-resolution fluid flow}, journal = {{ACM} Trans. Graph.}, volume = {37}, number = {4}, pages = {95}, year = {2018}, url = {https://doi.org/10.1145/3197517.3201304}, doi = {10.1145/3197517.3201304}, timestamp = {Fri, 10 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tog/XieFCT18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1801-09710, author = {You Xie and Erik Franz and Mengyu Chu and Nils Thuerey}, title = {tempoGAN: {A} Temporally Coherent, Volumetric {GAN} for Super-resolution Fluid Flow}, journal = {CoRR}, volume = {abs/1801.09710}, year = {2018}, url = {http://arxiv.org/abs/1801.09710}, eprinttype = {arXiv}, eprint = {1801.09710}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1801-09710.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1802-10123, author = {Steffen Wiewel and Moritz Becher and Nils Thuerey}, title = {Latent-space Physics: Towards Learning the Temporal Evolution of Fluid Flow}, journal = {CoRR}, volume = {abs/1802.10123}, year = {2018}, url = {http://arxiv.org/abs/1802.10123}, eprinttype = {arXiv}, eprint = {1802.10123}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1802-10123.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1806-02071, author = {Byungsoo Kim and Vinicius C. Azevedo and Nils Thuerey and Theodore Kim and Markus H. Gross and Barbara Solenthaler}, title = {Deep Fluids: {A} Generative Network for Parameterized Fluid Simulations}, journal = {CoRR}, volume = {abs/1806.02071}, year = {2018}, url = {http://arxiv.org/abs/1806.02071}, eprinttype = {arXiv}, eprint = {1806.02071}, timestamp = {Mon, 23 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1806-02071.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1806-06613, author = {Marie{-}Lena Eckert and Wolfgang Heidrich and Nils Thuerey}, title = {Coupled Fluid Density and Motion from Single Views}, journal = {CoRR}, volume = {abs/1806.06613}, year = {2018}, url = {http://arxiv.org/abs/1806.06613}, eprinttype = {arXiv}, eprint = {1806.06613}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1806-06613.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1810-08217, author = {Nils Thuerey and Konstantin Weissenow and Harshit Mehrotra and Nischal Mainali and Lukas Prantl and Xiangyu Hu}, title = {Well, how accurate is it? {A} Study of Deep Learning Methods for Reynolds-Averaged Navier-Stokes Simulations}, journal = {CoRR}, volume = {abs/1810.08217}, year = {2018}, url = {http://arxiv.org/abs/1810.08217}, eprinttype = {arXiv}, eprint = {1810.08217}, timestamp = {Wed, 31 Oct 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1810-08217.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1811-09393, author = {Mengyu Chu and You Xie and Laura Leal{-}Taix{\'{e}} and Nils Thuerey}, title = {Temporally Coherent GANs for Video Super-Resolution (TecoGAN)}, journal = {CoRR}, volume = {abs/1811.09393}, year = {2018}, url = {http://arxiv.org/abs/1811.09393}, eprinttype = {arXiv}, eprint = {1811.09393}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1811-09393.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cgf/InglisEGT17, author = {Tiffany Inglis and Marie{-}Lena Eckert and James Gregson and Nils Th{\"{u}}rey}, title = {Primal-Dual Optimization for Fluids}, journal = {Comput. Graph. Forum}, volume = {36}, number = {8}, pages = {354--368}, year = {2017}, url = {https://doi.org/10.1111/cgf.13084}, doi = {10.1111/CGF.13084}, timestamp = {Wed, 20 Dec 2017 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cgf/InglisEGT17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tog/Thuerey17, author = {Nils Thuerey}, title = {Interpolations of Smoke and Liquid Simulations}, journal = {{ACM} Trans. Graph.}, volume = {36}, number = {1}, pages = {3:1--3:16}, year = {2017}, url = {https://doi.org/10.1145/2956233}, doi = {10.1145/2956233}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tog/Thuerey17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tog/KoschierBT17, author = {Dan Koschier and Jan Bender and Nils Thuerey}, title = {Robust eXtended finite elements for complex cutting of deformables}, journal = {{ACM} Trans. Graph.}, volume = {36}, number = {4}, pages = {55:1--55:13}, year = {2017}, url = {https://doi.org/10.1145/3072959.3073666}, doi = {10.1145/3072959.3073666}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tog/KoschierBT17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tog/ChuT17, author = {Mengyu Chu and Nils Thuerey}, title = {Data-driven synthesis of smoke flows with CNN-based feature descriptors}, journal = {{ACM} Trans. Graph.}, volume = {36}, number = {4}, pages = {69:1--69:14}, year = {2017}, url = {https://doi.org/10.1145/3072959.3073643}, doi = {10.1145/3072959.3073643}, timestamp = {Fri, 04 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tog/ChuT17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tog/UmHT17, author = {Kiwon Um and Xiangyu Hu and Nils Thuerey}, title = {Perceptual evaluation of liquid simulation methods}, journal = {{ACM} Trans. Graph.}, volume = {36}, number = {4}, pages = {143:1--143:12}, year = {2017}, url = {https://doi.org/10.1145/3072959.3073633}, doi = {10.1145/3072959.3073633}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tog/UmHT17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sca/EberhardtWPT17, author = {Sebastian Eberhardt and Steffen Wei{\ss}mann and Ulrich Pinkall and Nils Thuerey}, editor = {Joseph Teran and Changxi Zheng and Stephen N. Spencer and Bernhard Thomaszewski and KangKang Yin}, title = {Hierarchical vorticity skeletons}, booktitle = {Proceedings of the {ACM} {SIGGRAPH} / Eurographics Symposium on Computer Animation, Los Angeles, CA, USA, July 28-30, 2017}, pages = {6:1--6:11}, publisher = {Eurographics Association / {ACM}}, year = {2017}, url = {https://doi.org/10.1145/3099564.3099569}, doi = {10.1145/3099564.3099569}, timestamp = {Tue, 06 Nov 2018 11:06:53 +0100}, biburl = {https://dblp.org/rec/conf/sca/EberhardtWPT17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/UmHT17, author = {Kiwon Um and Xiangyu Hu and Nils Thuerey}, title = {Liquid Splash Modeling with Neural Networks}, journal = {CoRR}, volume = {abs/1704.04456}, year = {2017}, url = {http://arxiv.org/abs/1704.04456}, eprinttype = {arXiv}, eprint = {1704.04456}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/UmHT17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BonevPT17, author = {Boris Bonev and Lukas Prantl and Nils Thuerey}, title = {Pre-computed Liquid Spaces with Generative Neural Networks and Optical Flow}, journal = {CoRR}, volume = {abs/1704.07854}, year = {2017}, url = {http://arxiv.org/abs/1704.07854}, eprinttype = {arXiv}, eprint = {1704.07854}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BonevPT17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ChuT17, author = {Mengyu Chu and Nils Thuerey}, title = {Data-Driven Synthesis of Smoke Flows with CNN-based Feature Descriptors}, journal = {CoRR}, volume = {abs/1705.01425}, year = {2017}, url = {http://arxiv.org/abs/1705.01425}, eprinttype = {arXiv}, eprint = {1705.01425}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ChuT17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cgf/FerstlAWWT16, author = {Florian Ferstl and Ryoichi Ando and Chris Wojtan and R{\"{u}}diger Westermann and Nils Thuerey}, title = {Narrow Band {FLIP} for Liquid Simulations}, journal = {Comput. Graph. Forum}, volume = {35}, number = {2}, pages = {225--232}, year = {2016}, url = {https://doi.org/10.1111/cgf.12825}, doi = {10.1111/CGF.12825}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cgf/FerstlAWWT16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tog/JonesTSB16, author = {Ben Jones and Nils Thuerey and Tamar Shinar and Adam W. Bargteil}, title = {Example-based plastic deformation of rigid bodies}, journal = {{ACM} Trans. Graph.}, volume = {35}, number = {4}, pages = {34:1--34:11}, year = {2016}, url = {https://doi.org/10.1145/2897824.2925979}, doi = {10.1145/2897824.2925979}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tog/JonesTSB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tog/Mitra16b, author = {{\'{A}}ron Monszpart and Nils Thuerey and Niloy J. Mitra}, title = {{SMASH:} physics-guided reconstruction of collisions from videos}, journal = {{ACM} Trans. Graph.}, volume = {35}, number = {6}, pages = {199:1--199:14}, year = {2016}, url = {https://doi.org/10.1145/2980179.2982421}, doi = {10.1145/2980179.2982421}, timestamp = {Tue, 25 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tog/Mitra16b.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tog/CanabalMTKPO16, author = {Jos{\'{e}} A. Canabal and David Miraut and Nils Thuerey and Theodore Kim and Javier Portilla and Miguel A. Otaduy}, title = {Dispersion kernels for water wave simulation}, journal = {{ACM} Trans. Graph.}, volume = {35}, number = {6}, pages = {202:1--202:10}, year = {2016}, url = {https://doi.org/10.1145/2980179.2982415}, doi = {10.1145/2980179.2982415}, timestamp = {Fri, 28 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tog/CanabalMTKPO16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MonszpartTM16, author = {{\'{A}}ron Monszpart and Nils Thuerey and Niloy J. Mitra}, title = {{SMASH:} Data-driven Reconstruction of Physically Valid Collisions}, journal = {CoRR}, volume = {abs/1603.08984}, year = {2016}, url = {http://arxiv.org/abs/1603.08984}, eprinttype = {arXiv}, eprint = {1603.08984}, timestamp = {Tue, 25 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MonszpartTM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/Thuerey16, author = {Nils Thuerey}, title = {Interpolations of Smoke and Liquid Simulations}, journal = {CoRR}, volume = {abs/1608.08570}, year = {2016}, url = {http://arxiv.org/abs/1608.08570}, eprinttype = {arXiv}, eprint = {1608.08570}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/Thuerey16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/InglisEGT16, author = {Tiffany Inglis and Marie{-}Lena Eckert and James Gregson and Nils Th{\"{u}}rey}, title = {Primal-Dual Optimization for Fluids}, journal = {CoRR}, volume = {abs/1611.03677}, year = {2016}, url = {http://arxiv.org/abs/1611.03677}, eprinttype = {arXiv}, eprint = {1611.03677}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/InglisEGT16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cgf/AndoTW15, author = {Ryoichi Ando and Nils Th{\"{u}}rey and Chris Wojtan}, title = {A Dimension-reduced Pressure Solver for Liquid Simulations}, journal = {Comput. Graph. Forum}, volume = {34}, number = {2}, pages = {473--480}, year = {2015}, url = {https://doi.org/10.1111/cgf.12576}, doi = {10.1111/CGF.12576}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cgf/AndoTW15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tog/AndoTW15, author = {Ryoichi Ando and Nils Thuerey and Chris Wojtan}, title = {A stream function solver for liquid simulations}, journal = {{ACM} Trans. Graph.}, volume = {34}, number = {4}, pages = {53:1--53:9}, year = {2015}, url = {https://doi.org/10.1145/2766935}, doi = {10.1145/2766935}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tog/AndoTW15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tog/MercierBTKN15, author = {Olivier Mercier and Cynthia Beauchemin and Nils Thuerey and Theodore Kim and Derek Nowrouzezahrai}, title = {Surface turbulence for particle-based liquid simulations}, journal = {{ACM} Trans. Graph.}, volume = {34}, number = {6}, pages = {202:1--202:10}, year = {2015}, url = {https://doi.org/10.1145/2816795.2818115}, doi = {10.1145/2816795.2818115}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tog/MercierBTKN15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tog/RaveendranWTT14, author = {Karthik Raveendran and Chris Wojtan and Nils Th{\"{u}}rey and Greg Turk}, title = {Blending liquids}, journal = {{ACM} Trans. Graph.}, volume = {33}, number = {4}, pages = {137:1--137:10}, year = {2014}, url = {https://doi.org/10.1145/2601097.2601126}, doi = {10.1145/2601097.2601126}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tog/RaveendranWTT14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tog/GregsonITH14, author = {James Gregson and Ivo Ihrke and Nils Th{\"{u}}rey and Wolfgang Heidrich}, title = {From capture to simulation: connecting forward and inverse problems in fluids}, journal = {{ACM} Trans. Graph.}, volume = {33}, number = {4}, pages = {139:1--139:11}, year = {2014}, url = {https://doi.org/10.1145/2601097.2601147}, doi = {10.1145/2601097.2601147}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tog/GregsonITH14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eurographics/PfaffKT14, author = {Tobias Pfaff and Theodore Kim and Nils Th{\"{u}}rey}, editor = {Nicolas Holzschuch and Karol Myszkowski}, title = {Turbulent Fluids}, booktitle = {35th Annual Conference of the European Association for Computer Graphics, Eurographics 2014 - Tutorials, Strasbourg, France, April 7-11, 2014}, pages = {6}, publisher = {Eurographics Association}, year = {2014}, url = {https://doi.org/10.2312/egt.20141022}, doi = {10.2312/EGT.20141022}, timestamp = {Thu, 02 Jul 2020 13:59:55 +0200}, biburl = {https://dblp.org/rec/conf/eurographics/PfaffKT14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tog/KimTT13, author = {Theodore Kim and Jerry Tessendorf and Nils Th{\"{u}}rey}, title = {Closest point turbulence for liquid surfaces}, journal = {{ACM} Trans. Graph.}, volume = {32}, number = {2}, pages = {15:1--15:13}, year = {2013}, url = {https://doi.org/10.1145/2451236.2451241}, doi = {10.1145/2451236.2451241}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tog/KimTT13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tog/AndoTW13, author = {Ryoichi Ando and Nils Th{\"{u}}rey and Chris Wojtan}, title = {Highly adaptive liquid simulations on tetrahedral meshes}, journal = {{ACM} Trans. Graph.}, volume = {32}, number = {4}, pages = {103:1--103:10}, year = {2013}, url = {https://doi.org/10.1145/2461912.2461982}, doi = {10.1145/2461912.2461982}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tog/AndoTW13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/siggraph/ThuereyKP13, author = {Nils Thuerey and Theodore Kim and Tobias Pfaff}, title = {Turbulent fluids}, booktitle = {International Conference on Computer Graphics and Interactive Techniques, {SIGGRAPH} 2013, Anaheim, CA, USA, July 21-25, 2013, Courses}, pages = {6:1}, publisher = {{ACM}}, year = {2013}, url = {https://doi.org/10.1145/2504435.2504441}, doi = {10.1145/2504435.2504441}, timestamp = {Tue, 06 Nov 2018 16:59:12 +0100}, biburl = {https://dblp.org/rec/conf/siggraph/ThuereyKP13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tog/PfaffTG12, author = {Tobias Pfaff and Nils Th{\"{u}}rey and Markus H. Gross}, title = {Lagrangian vortex sheets for animating fluids}, journal = {{ACM} Trans. Graph.}, volume = {31}, number = {4}, pages = {112:1--112:8}, year = {2012}, url = {https://doi.org/10.1145/2185520.2185608}, doi = {10.1145/2185520.2185608}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tog/PfaffTG12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tvcg/AndoTT12, author = {Ryoichi Ando and Nils Th{\"{u}}rey and Reiji Tsuruno}, title = {Preserving Fluid Sheets with Adaptively Sampled Anisotropic Particles}, journal = {{IEEE} Trans. Vis. Comput. Graph.}, volume = {18}, number = {8}, pages = {1202--1214}, year = {2012}, url = {https://doi.org/10.1109/TVCG.2012.87}, doi = {10.1109/TVCG.2012.87}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tvcg/AndoTT12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sca/RaveendranTWT12, author = {Karthik Raveendran and Nils Th{\"{u}}rey and Chris Wojtan and Greg Turk}, editor = {Jehee Lee and Paul G. Kry}, title = {Controlling Liquids Using Meshes}, booktitle = {Proceedings of the 2012 Eurographics/ACM {SIGGRAPH} Symposium on Computer Animation, {SCA} 2012, Lausanne, Switzerland, 2012}, pages = {255--264}, publisher = {Eurographics Association}, year = {2012}, url = {https://doi.org/10.2312/SCA/SCA12/255-264}, doi = {10.2312/SCA/SCA12/255-264}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sca/RaveendranTWT12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tog/ThureyWGT10, author = {Nils Th{\"{u}}rey and Christopher Wojtan and Markus H. Gross and Greg Turk}, title = {A multiscale approach to mesh-based surface tension flows}, journal = {{ACM} Trans. Graph.}, volume = {29}, number = {4}, pages = {48:1--48:10}, year = {2010}, url = {https://doi.org/10.1145/1778765.1778785}, doi = {10.1145/1778765.1778785}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tog/ThureyWGT10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tog/WojtanTGT10, author = {Christopher Wojtan and Nils Th{\"{u}}rey and Markus H. Gross and Greg Turk}, title = {Physics-inspired topology changes for thin fluid features}, journal = {{ACM} Trans. Graph.}, volume = {29}, number = {4}, pages = {50:1--50:8}, year = {2010}, url = {https://doi.org/10.1145/1778765.1778787}, doi = {10.1145/1778765.1778787}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tog/WojtanTGT10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tog/PfaffTCTG10, author = {Tobias Pfaff and Nils Th{\"{u}}rey and Jonathan M. Cohen and Sarah Tariq and Markus H. Gross}, title = {Scalable fluid simulation using anisotropic turbulence particles}, journal = {{ACM} Trans. Graph.}, volume = {29}, number = {6}, pages = {174}, year = {2010}, url = {https://doi.org/10.1145/1882261.1866196}, doi = {10.1145/1882261.1866196}, timestamp = {Tue, 14 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tog/PfaffTCTG10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mig/OskamSTG10, author = {Thomas Oskam and Robert W. Sumner and Nils Th{\"{u}}rey and Markus H. Gross}, editor = {Ronan Boulic and Yiorgos Chrysanthou and Taku Komura}, title = {Visibility Transition Planning for Dynamic Camera Control}, booktitle = {Motion in Games - Third International Conference, {MIG} 2010, Utrecht, The Netherlands, November 14-16, 2010. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {6459}, pages = {325}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-16958-8\_30}, doi = {10.1007/978-3-642-16958-8\_30}, timestamp = {Tue, 14 May 2019 10:00:52 +0200}, biburl = {https://dblp.org/rec/conf/mig/OskamSTG10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cvgip/ThureyKPR09, author = {Nils Th{\"{u}}rey and Richard Keiser and Mark Pauly and Ulrich R{\"{u}}de}, title = {Detail-preserving fluid control}, journal = {Graph. Model.}, volume = {71}, number = {6}, pages = {221--228}, year = {2009}, url = {https://doi.org/10.1016/j.gmod.2008.12.007}, doi = {10.1016/J.GMOD.2008.12.007}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cvgip/ThureyKPR09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tog/WojtanTGT09, author = {Christopher Wojtan and Nils Th{\"{u}}rey and Markus H. Gross and Greg Turk}, title = {Deforming meshes that split and merge}, journal = {{ACM} Trans. Graph.}, volume = {28}, number = {3}, pages = {76}, year = {2009}, url = {https://doi.org/10.1145/1531326.1531382}, doi = {10.1145/1531326.1531382}, timestamp = {Tue, 14 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tog/WojtanTGT09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tog/PfaffTSG09, author = {Tobias Pfaff and Nils Th{\"{u}}rey and Andrew Selle and Markus H. Gross}, title = {Synthetic turbulence using artificial boundary layers}, journal = {{ACM} Trans. Graph.}, volume = {28}, number = {5}, pages = {121}, year = {2009}, url = {https://doi.org/10.1145/1618452.1618467}, doi = {10.1145/1618452.1618467}, timestamp = {Tue, 14 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tog/PfaffTSG09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sca/OskamSTG09, author = {Thomas Oskam and Robert W. Sumner and Nils Th{\"{u}}rey and Markus H. Gross}, editor = {Dieter W. Fellner and Stephen N. Spencer}, title = {Visibility transition planning for dynamic camera control}, booktitle = {Proceedings of the 2009 {ACM} SIGGRAPH/Eurographics Symposium on Computer Animation, {SCA} 2009, New Orleans, Louisiana, USA, August 1-2, 2009}, pages = {55--65}, publisher = {{ACM}}, year = {2009}, url = {https://doi.org/10.1145/1599470.1599478}, doi = {10.1145/1599470.1599478}, timestamp = {Tue, 06 Nov 2018 11:06:53 +0100}, biburl = {https://dblp.org/rec/conf/sca/OskamSTG09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cgf/AngstTBG08, author = {Roland Angst and Nils Th{\"{u}}rey and Mario Botsch and Markus H. Gross}, title = {Robust and Efficient Wave Simulations on Deforming Meshes}, journal = {Comput. Graph. Forum}, volume = {27}, number = {7}, pages = {1895--1900}, year = {2008}, url = {https://doi.org/10.1111/j.1467-8659.2008.01337.x}, doi = {10.1111/J.1467-8659.2008.01337.X}, timestamp = {Mon, 16 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cgf/AngstTBG08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cma/IglbergerTR08, author = {Klaus Iglberger and Nils Th{\"{u}}rey and Ulrich R{\"{u}}de}, title = {Simulation of moving particles in 3D with the Lattice Boltzmann method}, journal = {Comput. Math. Appl.}, volume = {55}, number = {7}, pages = {1461--1468}, year = {2008}, url = {https://doi.org/10.1016/j.camwa.2007.08.022}, doi = {10.1016/J.CAMWA.2007.08.022}, timestamp = {Thu, 11 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cma/IglbergerTR08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tog/KimTJG08, author = {Theodore Kim and Nils Th{\"{u}}rey and Doug L. James and Markus H. Gross}, title = {Wavelet turbulence for fluid simulation}, journal = {{ACM} Trans. Graph.}, volume = {27}, number = {3}, pages = {50}, year = {2008}, url = {https://doi.org/10.1145/1360612.1360649}, doi = {10.1145/1360612.1360649}, timestamp = {Tue, 14 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tog/KimTJG08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fdg/SumnerTG08, author = {Robert W. Sumner and Nils Thuerey and Markus H. Gross}, editor = {J. Kent Foster and John Nordlinger and R. Michael Young}, title = {The {ETH} game programming laboratory: a capstone for computer science and visual computing}, booktitle = {Proceedings of the 3rd International Conference on Game Development in Computer Science Education, {GDCSE} 2008, Miami, FL, USA, February 28 - March 3, 2008}, pages = {46--50}, publisher = {{ACM}}, year = {2008}, url = {https://doi.org/10.1145/1463673.1463683}, doi = {10.1145/1463673.1463683}, timestamp = {Tue, 06 Nov 2018 16:58:05 +0100}, biburl = {https://dblp.org/rec/conf/fdg/SumnerTG08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/siggraph/0001SJT08, author = {Matthias M{\"{u}}ller and Jos Stam and Doug L. James and Nils Th{\"{u}}rey}, title = {Real time physics: class notes}, booktitle = {International Conference on Computer Graphics and Interactive Techniques, {SIGGRAPH} 2008, Los Angeles, California, USA, August 11-15, 2008, Classes}, pages = {88:1--88:90}, publisher = {{ACM}}, year = {2008}, url = {https://doi.org/10.1145/1401132.1401245}, doi = {10.1145/1401132.1401245}, timestamp = {Fri, 12 Mar 2021 10:04:42 +0100}, biburl = {https://dblp.org/rec/conf/siggraph/0001SJT08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/de/Thurey2007, author = {Nils Th{\"{u}}rey}, title = {Physically based animation of free surface flows with the Lattice Boltzmann method}, school = {University of Erlangen-Nuremberg, Germany}, year = {2007}, url = {http://www.opus.ub.uni-erlangen.de/opus/volltexte/2007/617/index.html}, urn = {urn:nbn:de:bvb:29-opus-6171}, isbn = {978-3-89963-519-5}, timestamp = {Sat, 17 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/de/Thurey2007.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pg/ThureyMSG07, author = {Nils Th{\"{u}}rey and Matthias M{\"{u}}ller{-}Fischer and Simon Schirm and Markus H. Gross}, editor = {Marc Alexa and Steven J. Gortler and Tao Ju}, title = {Real-time BreakingWaves for Shallow Water Simulations}, booktitle = {15th Pacific Conference on Computer Graphics and Applications, {PG} 2007, Maui, HI, USA, October 29 - November 2, 2007}, pages = {39--46}, publisher = {{IEEE} Computer Society}, year = {2007}, url = {https://doi.org/10.1109/PG.2007.33}, doi = {10.1109/PG.2007.33}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pg/ThureyMSG07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sca/ThureySSMG07, author = {Nils Th{\"{u}}rey and Filip Sadlo and Simon Schirm and Matthias M{\"{u}}ller{-}Fischer and Markus H. Gross}, editor = {Michael Gleicher and Daniel Thalmann}, title = {Real-time simulations of bubbles and foam within a shallow water framework}, booktitle = {Proceedings of the 2007 {ACM} SIGGRAPH/Eurographics Symposium on Computer Animation, {SCA} 2007, San Diego, California, USA, August 2-4, 2007}, pages = {191--198}, publisher = {Eurographics Association}, year = {2007}, url = {https://doi.org/10.2312/SCA/SCA07/191-198}, doi = {10.2312/SCA/SCA07/191-198}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sca/ThureySSMG07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/siggraph/Thuerey07, author = {Nils Thuerey}, editor = {Terrence Masson}, title = {Magic Fluid Control}, booktitle = {International Conference on Computer Graphics and Interactive Techniques, {SIGGRAPH} 2007, San Diego, California, USA, August 5-9, 2007, Computer Animation Festival}, pages = {93}, publisher = {{ACM}}, year = {2007}, url = {https://doi.org/10.1145/1281740.1281823}, doi = {10.1145/1281740.1281823}, timestamp = {Fri, 12 Mar 2021 11:03:08 +0100}, biburl = {https://dblp.org/rec/conf/siggraph/Thuerey07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sca/ThureyKPR06, author = {Nils Th{\"{u}}rey and Richard Keiser and Mark Pauly and Ulrich R{\"{u}}de}, editor = {Carol O'Sullivan and Fr{\'{e}}d{\'{e}}ric H. Pighin}, title = {Detail-preserving fluid control}, booktitle = {Proceedings of the 2006 {ACM} SIGGRAPH/Eurographics Symposium on Computer Animation, {SCA} 2006, Vienna, Austria, September 2-4, 2006}, pages = {7--12}, publisher = {Eurographics Association}, year = {2006}, url = {https://doi.org/10.2312/SCA/SCA06/007-013}, doi = {10.2312/SCA/SCA06/007-013}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sca/ThureyKPR06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sca/ThureyRS06, author = {Nils Th{\"{u}}rey and Ulrich R{\"{u}}de and Marc Stamminger}, editor = {Carol O'Sullivan and Fr{\'{e}}d{\'{e}}ric H. Pighin}, title = {Animation of open water phenomena with coupled shallow water and free surface simulations}, booktitle = {Proceedings of the 2006 {ACM} SIGGRAPH/Eurographics Symposium on Computer Animation, {SCA} 2006, Vienna, Austria, September 2-4, 2006}, pages = {157--164}, publisher = {Eurographics Association}, year = {2006}, url = {https://doi.org/10.2312/SCA/SCA06/157-165}, doi = {10.2312/SCA/SCA06/157-165}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sca/ThureyRS06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/siggraph/ThureyR05, author = {Nils Th{\"{u}}rey and Ulrich R{\"{u}}de}, editor = {Juan Buhler}, title = {Optimized free surface fluids on adaptive grids with the lattice Boltzmann method}, booktitle = {International Conference on Computer Graphics and Interactive Techniques, {SIGGRAPH} 2005, Los Angeles, California, USA, July 31 - August 4, 2005, Posters}, pages = {112}, publisher = {{ACM}}, year = {2005}, url = {https://doi.org/10.1145/1186954.1187082}, doi = {10.1145/1186954.1187082}, timestamp = {Fri, 12 Mar 2021 11:32:31 +0100}, biburl = {https://dblp.org/rec/conf/siggraph/ThureyR05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sc/PohlDTRLWZ04, author = {Thomas Pohl and Frank Deserno and Nils Th{\"{u}}rey and Ulrich R{\"{u}}de and Peter Lammers and Gerhard Wellein and Thomas Zeiser}, title = {Performance Evaluation of Parallel Large-Scale Lattice Boltzmann Applications on Three Supercomputing Architectures}, booktitle = {Proceedings of the {ACM/IEEE} {SC2004} Conference on High Performance Networking and Computing, 6-12 November 2004, Pittsburgh, PA, USA, CD-Rom}, pages = {21}, publisher = {{IEEE} Computer Society}, year = {2004}, url = {https://doi.org/10.1109/SC.2004.37}, doi = {10.1109/SC.2004.37}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sc/PohlDTRLWZ04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/vmv/ThuereyR04, author = {Nils Th{\"{u}}rey and Ulrich R{\"{u}}de}, editor = {Bernd Girod and Marcus A. Magnor and Hans{-}Peter Seidel}, title = {Free Surface Lattice-Boltzmann fluid simulations with and without level sets}, booktitle = {9th International Fall Workshop on Vision, Modeling, and Visualization, {VMV} 2004, Stanford, CA, USA, November 16-18, 2004}, pages = {199--207}, publisher = {Aka GmbH}, year = {2004}, timestamp = {Thu, 16 Jul 2020 13:55:31 +0200}, biburl = {https://dblp.org/rec/conf/vmv/ThuereyR04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/para/KowarschikRTW02, author = {Markus Kowarschik and Ulrich R{\"{u}}de and Nils Th{\"{u}}rey and Christian Wei{\ss}}, editor = {Juha Fagerholm and Juha Haataja and Jari J{\"{a}}rvinen and Mikko Lyly and Peter R{\aa}back and Ville Savolainen}, title = {Performance Optimization of 3D Multigrid on Hierarchical Memory Architectures}, booktitle = {Applied Parallel Computing Advanced Scientific Computing, 6th International Conference, {PARA} 2002, Espoo, Finland, June 15-18, 2002, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {2367}, pages = {307--318}, publisher = {Springer}, year = {2002}, url = {https://doi.org/10.1007/3-540-48051-X\_31}, doi = {10.1007/3-540-48051-X\_31}, timestamp = {Tue, 14 May 2019 10:00:40 +0200}, biburl = {https://dblp.org/rec/conf/para/KowarschikRTW02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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