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Author search results
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- Nils Thürey
aka: Nils Thuerey
TU Munich, Faculty of Computer Science
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Publication search results
found 134 matches
- 2024
- Björn List, Li-Wei Chen, Kartik Bali, Nils Thuerey:
How Temporal Unrolling Supports Neural Physics Simulators. CoRR abs/2402.12971 (2024) - Rene Winchenbach, Nils Thuerey:
Symmetric Basis Convolutions for Learning Lagrangian Fluid Mechanics. CoRR abs/2403.16680 (2024) - Li-Wei Chen, Nils Thuerey:
Deep learning-based predictive modelling of transonic flow over an aerofoil. CoRR abs/2403.17131 (2024) - 2023
- You Xie, Nils Thuerey:
Reviving autoencoder pretraining. Neural Comput. Appl. 35(6): 4587-4619 (2023) - Georg Kohl, Li-Wei Chen, Nils Thuerey:
Learning Similarity Metrics for Volumetric Simulations with Multiscale CNNs. AAAI 2023: 8351-8359 - Erik Franz, Barbara Solenthaler, Nils Thuerey:
Learning to Estimate Single-View Volumetric Flow Motions without 3D Supervision. ICLR 2023 - Benjamin J. Holzschuh, Simona Vegetti, Nils Thuerey:
Solving Inverse Physics Problems with Score Matching. NeurIPS 2023 - Chloé Paliard, Nils Thuerey, Kiwon Um:
Exploring Physical Latent Spaces for High-Resolution Flow Restoration. VMV 2023: 199-207 - Benjamin J. Holzschuh, Simona Vegetti, Nils Thuerey:
Score Matching via Differentiable Physics. CoRR abs/2301.10250 (2023) - Erik Franz, Barbara Solenthaler, Nils Thuerey:
Learning to Estimate Single-View Volumetric Flow Motions without 3D Supervision. CoRR abs/2302.14470 (2023) - Georg Kohl, Li-Wei Chen, Nils Thuerey:
Turbulent Flow Simulation using Autoregressive Conditional Diffusion Models. CoRR abs/2309.01745 (2023) - Robin Greif, Frank Jenko, Nils Thuerey:
Physics-Preserving AI-Accelerated Simulations of Plasma Turbulence. CoRR abs/2309.16400 (2023) - Qiang Liu, Nils Thuerey:
Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusion Probabilistic Models. CoRR abs/2312.05320 (2023) - 2022
- You Xie, Huiqi Mao, Angela Yao, Nils Thuerey:
TemporalUV: Capturing Loose Clothing with Temporally Coherent UV Coordinates. CVPR 2022: 3440-3449 - Patrick Schnell, Philipp Holl, Nils Thuerey:
Half-Inverse Gradients for Physical Deep Learning. ICLR 2022 - Dominik Winkelbauer, Berthold Bäuml, Matthias Humt, Nils Thuerey, Rudolph Triebel:
A Two-stage Learning Architecture that Generates High-Quality Grasps for a Multi-Fingered Hand. IROS 2022: 4757-4764 - Philipp Holl, Vladlen Koltun, Nils Thuerey:
Scale-invariant Learning by Physics Inversion. NeurIPS 2022 - Lukas Prantl, Benjamin Ummenhofer, Vladlen Koltun, Nils Thuerey:
Guaranteed Conservation of Momentum for Learning Particle-based Fluid Dynamics. NeurIPS 2022 - Igor Santesteban, Miguel A. Otaduy, Nils Thuerey, Dan Casas:
ULNeF: Untangled Layered Neural Fields for Mix-and-Match Virtual Try-On. NeurIPS 2022 - Rene Winchenbach, Nils Thuerey:
Visualizing Optimizers using Chebyshev Proxies and Fatou Sets. VMV 2022: 75-82 - Georg Kohl, Li-Wei Chen, Nils Thuerey:
Learning Similarity Metrics for Volumetric Simulations with Multiscale CNNs. CoRR abs/2202.04109 (2022) - Björn List, Li-Wei Chen, Nils Thürey:
Learned Turbulence Modelling with Differentiable Fluid Solvers. CoRR abs/2202.06988 (2022) - Jonathan Klimesch, Philipp Holl, Nils Thuerey:
Simulating Liquids with Graph Networks. CoRR abs/2203.07895 (2022) - Patrick Schnell, Philipp Holl, Nils Thuerey:
Half-Inverse Gradients for Physical Deep Learning. CoRR abs/2203.10131 (2022) - You Xie, Huiqi Mao, Angela Yao, Nils Thuerey:
TemporalUV: Capturing Loose Clothing with Temporally Coherent UV Coordinates. CoRR abs/2204.03671 (2022) - Sagar Garg, Stephan Rasp, Nils Thuerey:
WeatherBench Probability: A benchmark dataset for probabilistic medium-range weather forecasting along with deep learning baseline models. CoRR abs/2205.00865 (2022) - Maximilian Müller, Robin Greif, Frank Jenko, Nils Thuerey:
Leveraging Stochastic Predictions of Bayesian Neural Networks for Fluid Simulations. CoRR abs/2205.01222 (2022) - Brener Ramos, Felix Trost, Nils Thuerey:
Control of Two-way Coupled Fluid Systems with Differentiable Solvers. CoRR abs/2206.00342 (2022) - Lukas Prantl, Jan Bender, Tassilo Kugelstadt, Nils Thuerey:
Wavelet-based Loss for High-frequency Interface Dynamics. CoRR abs/2209.02316 (2022) - Lukas Prantl, Benjamin Ummenhofer, Vladlen Koltun, Nils Thuerey:
Guaranteed Conservation of Momentum for Learning Particle-based Fluid Dynamics. CoRR abs/2210.06036 (2022)
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