Nils Thuerey
Technische Universität München
H-index: 49
Europe-Germany
Top articles of Nils Thuerey
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Deep learning-based predictive modelling of transonic flow over an aerofoil | arXiv preprint arXiv:2403.17131 | Li-Wei Chen Nils Thuerey | 2024/3/25 |
Symmetric Basis Convolutions for Learning Lagrangian Fluid Mechanics | arXiv preprint arXiv:2403.16680 | Rene Winchenbach Nils Thuerey | 2024/3/25 |
: Intuitive Scientific Computing with Dimension Types for Jax, PyTorch, TensorFlow & NumPy | Journal of Open Source Software | Philipp Holl Nils Thuerey | 2024/3/1 |
How Temporal Unrolling Supports Neural Physics Simulators | arXiv preprint arXiv:2402.12971 | Bjoern List Li-Wei Chen Kartik Bali Nils Thuerey | 2024/2/20 |
Reviving autoencoder pretraining | Neural Computing and Applications | You Xie Nils Thuerey | 2023/2 |
Turbulent flow simulation using autoregressive conditional diffusion models | arXiv preprint arXiv:2309.01745 | Georg Kohl Li-Wei Chen Nils Thuerey | 2023/9/4 |
Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusion Probabilistic Models | arXiv preprint arXiv:2312.05320 | Qiang Liu Nils Thuerey | 2023/12/8 |
Towards high-accuracy deep learning inference of compressible flows over aerofoils | Computers & Fluids | Li-Wei Chen Nils Thuerey | 2023/1/15 |
Unsteady cylinder wakes from arbitrary bodies with differentiable physics-assisted neural network | arXiv preprint arXiv:2308.04296 | Shuvayan Brahmachary Nils Thuerey | 2023/8/8 |
Control of reacting flows with hybrid differentiable/deep learning flow solver | Bulletin of the American Physical Society | Nilam Tathawadekar Camilo Silva Nils Thuerey Nguyen Anh Khoa Doan | 2023/11/19 |
AI based Larde Eddy Simulations for Turbulence in Fusion Reactors | R Greif F Jenko N Thuerey | 2023 | |
Learning similarity metrics for volumetric simulations with multiscale CNNs | Proceedings of the AAAI Conference on Artificial Intelligence | Georg Kohl Li-Wei Chen Nils Thuerey | 2023/6/26 |
Stabilizing Backpropagation Through Time to Learn Complex Physics | Patrick Schnell Nils Thuerey | 2023/10/13 | |
Incomplete to complete multiphysics forecasting: a hybrid approach for learning unknown phenomena | Data-Centric Engineering | Nilam N Tathawadekar Nguyen Anh Khoa Doan Camilo F Silva Nils Thuerey | 2023/1 |
Exploring Physical Latent Spaces for Deep Learning | Chloe Paliard Nils Thuerey Kiwon Um | 2023/4/27 | |
Physics-Preserving AI-Accelerated Simulations of Plasma Turbulence | arXiv preprint arXiv:2309.16400 | Robin Greif Frank Jenko Nils Thuerey | 2023/9/28 |
Learning to Estimate Single-View Volumetric Flow Motions without 3D Supervision | arXiv preprint arXiv:2302.14470 | Erik Franz Barbara Solenthaler Nils Thuerey | 2023/2/28 |
A Gradient Flow Modification to Improve Learning from Differentiable Quantum Simulators | Patrick Schnell Nils Thuerey | 2023/9/17 | |
Solving Inverse Physics Problems with Score Matching | Advances in Neural Information Processing Systems | Benjamin Holzschuh Simona Vegetti Nils Thuerey | 2023/12/15 |
Learned turbulence modelling with differentiable fluid solvers | arXiv e-prints | Björn List Li-Wei Chen Nils Thuerey | 2022/2 |
Co-Authors
