| 2025 | ICLR | Metamizer: A Versatile Neural Optimizer for Fast and Accurate Physics Simulations. | Nils Wandel, Stefan Schulz, Reinhard Klein |
| 2024 | CVPR | Physics-guided Shape-from-Template: Monocular Video Perception through Neural Surrogate Models. | David Stotko, Nils Wandel, Reinhard Klein |
| 2022 | AAAI | Spline-PINN: Approaching PDEs without Data Using Fast, Physics-Informed Hermite-Spline CNNs. | Nils Wandel, Michael Weinmann, Michael Neidlin, Reinhard Klein |
| 2021 | ICLR | Learning Incompressible Fluid Dynamics from Scratch - Towards Fast, Differentiable Fluid Models that Generalize. | Nils Wandel, Michael Weinmann, Reinhard Klein |
| 2020 | ESANN | 3D U-Net for Segmentation of Plant Root MRI Images in Super-Resolution. | Yi Zhao, Nils Wandel, Magdalena Landl, Andrea Schnepf, Sven Behnke |
| 2020 | ICPR | Robust Skeletonization for Plant Root Structure Reconstruction from MRI. | Jannis Horn, Yi Zhao, Nils Wandel, Magdalena Landl, Andrea Schnepf, Sven Behnke |
| 2019 | ESANN | Complex Valued Gated Auto-encoder for Video Frame Prediction. | Niloofar Azizi, Nils Wandel, Sven Behnke |