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Nils Wandel
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2020 – today
- 2023
- [b1]Nils Wandel:
Approaching Partial Differential Equations with Physics-Driven Deep Learning. University of Bonn, Germany, 2023 - [i7]David Stotko, Nils Wandel, Reinhard Klein:
Physics-guided Shape-from-Template: Monocular Video Perception through Neural Surrogate Models. CoRR abs/2311.12796 (2023) - 2022
- [c5]Nils Wandel, Michael Weinmann, Michael Neidlin, Reinhard Klein:
Spline-PINN: Approaching PDEs without Data Using Fast, Physics-Informed Hermite-Spline CNNs. AAAI 2022: 8529-8538 - 2021
- [c4]Nils Wandel, Michael Weinmann, Reinhard Klein:
Learning Incompressible Fluid Dynamics from Scratch - Towards Fast, Differentiable Fluid Models that Generalize. ICLR 2021 - [i6]Nils Wandel, Michael Weinmann, Michael Neidlin, Reinhard Klein:
Spline-PINN: Approaching PDEs without Data using Fast, Physics-Informed Hermite-Spline CNNs. CoRR abs/2109.07143 (2021) - 2020
- [c3]Yi Zhao, Nils Wandel, Magdalena Landl, Andrea Schnepf, Sven Behnke:
3D U-Net for Segmentation of Plant Root MRI Images in Super-Resolution. ESANN 2020: 463-468 - [c2]Jannis Horn, Yi Zhao, Nils Wandel, Magdalena Landl, Andrea Schnepf, Sven Behnke
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Robust Skeletonization for Plant Root Structure Reconstruction from MRI. ICPR 2020: 10689-10696 - [i5]Yi Zhao, Nils Wandel, Magdalena Landl, Andrea Schnepf, Sven Behnke:
3D U-Net for Segmentation of Plant Root MRI Images in Super-Resolution. CoRR abs/2002.09317 (2020) - [i4]Nils Wandel, Michael Weinmann, Reinhard Klein:
Unsupervised Deep Learning of Incompressible Fluid Dynamics. CoRR abs/2006.08762 (2020) - [i3]Jannis Horn, Yi Zhao, Nils Wandel, Magdalena Landl, Andrea Schnepf, Sven Behnke:
Robust Skeletonization for Plant Root Structure Reconstruction from MRI. CoRR abs/2010.14440 (2020) - [i2]Nils Wandel, Michael Weinmann, Reinhard Klein:
Fast Fluid Simulations in 3D with Physics-Informed Deep Learning. CoRR abs/2012.11893 (2020)
2010 – 2019
- 2019
- [c1]Niloofar Azizi, Nils Wandel, Sven Behnke:
Complex Valued Gated Auto-encoder for Video Frame Prediction. ESANN 2019 - [i1]Niloofar Azizi, Nils Wandel, Sven Behnke:
Complex Valued Gated Auto-encoder for Video Frame Prediction. CoRR abs/1903.03336 (2019)
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