| 2025 | ICLR | PRDP: Progressively Refined Differentiable Physics. | Kanishk Bhatia, Felix Koehler, Nils Thuerey |
| 2025 | ICLR | ConFIG: Towards Conflict-free Training of Physics Informed Neural Networks. | Qiang Liu, Mengyu Chu, Nils Thuerey |
| 2025 | ICLR | Temporal Difference Learning: Why It Can Be Fast and How It Will Be Faster. | Patrick Schnell, Luca Guastoni, Nils Thuerey |
| 2025 | ICLR | Improved Sampling Of Diffusion Models In Fluid Dynamics With Tweedie's Formula. | Youssef Shehata, Benjamin J. Holzschuh, Nils Thuerey |
| 2025 | ICLR | Learning Distributions of Complex Fluid Simulations with Diffusion Graph Networks. | Mario Lino Valencia, Tobias Pfaff, Nils Thuerey |
| 2025 | ICML | PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations. | Benjamin J. Holzschuh, Qiang Liu, Georg Kohl, Nils Thuerey |
| 2024 | ICLR | Stabilizing Backpropagation Through Time to Learn Complex Physics. | Patrick Schnell, Nils Thuerey |
| 2024 | ICLR | Symmetric Basis Convolutions for Learning Lagrangian Fluid Mechanics. | Rene Winchenbach, Nils Thuerey |
| 2024 | ICML | ΦFlow: Differentiable Simulations for PyTorch, TensorFlow and Jax. | Philipp Holl, Nils Thuerey |
| 2023 | AAAI | Learning Similarity Metrics for Volumetric Simulations with Multiscale CNNs. | Georg Kohl, Li-Wei Chen, Nils Thuerey |
| 2023 | ICLR | Learning to Estimate Single-View Volumetric Flow Motions without 3D Supervision. | Aleksandra Franz, Barbara Solenthaler, Nils Thuerey |
| 2022 | CVPR | TemporalUV: Capturing Loose Clothing with Temporally Coherent UV Coordinates. | You Xie, Huiqi Mao, Angela Yao, Nils Thuerey |
| 2022 | ICLR | Half-Inverse Gradients for Physical Deep Learning. | Patrick Schnell, Philipp Holl, Nils Thuerey |
| 2022 | IROS | A Two-stage Learning Architecture that Generates High-Quality Grasps for a Multi-Fingered Hand. | Dominik Winkelbauer, Berthold Buml, Matthias Humt, Nils Thuerey, Rudolph Triebel |
| 2021 | CVPR | Global Transport for Fluid Reconstruction With Learned Self-Supervision. | Aleksandra Franz, Barbara Solenthaler, Nils Thuerey |
| 2021 | CVPR | Neural Scene Graphs for Dynamic Scenes. | Julian Ost, Fahim Mannan, Nils Thuerey, Julian Knodt, Felix Heide |
| 2021 | CVPR | Self-Supervised Collision Handling via Generative 3D Garment Models for Virtual Try-On. | Igor Santesteban, Nils Thuerey, Miguel A. Otaduy, Dan Casas |
| 2020 | CVPR | Correspondence-Free Material Reconstruction using Sparse Surface Constraints. | Sebastian Weiss, Robert Maier, Daniel Cremers, Rdiger Westermann, Nils Thuerey |
| 2020 | ICLR | Learning to Control PDEs with Differentiable Physics. | Philipp Holl, Nils Thuerey, Vladlen Koltun |
| 2020 | ICLR | Tranquil Clouds: Neural Networks for Learning Temporally Coherent Features in Point Clouds. | Lukas Prantl, Nuttapong Chentanez, Stefan Jeschke, Nils Thuerey |
| 2020 | ICLR | Lagrangian Fluid Simulation with Continuous Convolutions. | Benjamin Ummenhofer, Lukas Prantl, Nils Thuerey, Vladlen Koltun |
| 2020 | ICML | Learning Similarity Metrics for Numerical Simulations. | Georg Kohl, Kiwon Um, Nils Thuerey |
| 2019 | ICLR | Generating Liquid Simulations with Deformation-aware Neural Networks. | Lukas Prantl, Boris Bonev, Nils Thuerey |
| 2019 | SIGGRAPH | CreativeAI: deep learning for graphics. | Niloy J. Mitra, Iasonas Kokkinos, Paul Guerrero, Nils Thuerey, Vladimir G. Kim, Leonidas J. Guibas |
| 2017 | SCA | Hierarchical vorticity skeletons. | Sebastian Eberhardt, Steffen Weimann, Ulrich Pinkall, Nils Thuerey |
| 2013 | SIGGRAPH | Turbulent fluids. | Nils Thuerey, Theodore Kim, Tobias Pfaff |
| 2008 | FDG | The ETH game programming laboratory: a capstone for computer science and visual computing. | Robert W. Sumner, Nils Thuerey, Markus H. Gross |
| 2007 | SIGGRAPH | Magic Fluid Control. | Nils Thuerey |