| Estimating the time-dependent contact rate of SIR and SEIR models in mathematical epidemiology using physics-informed neural networks V Grimm, A Heinlein, A Klawonn, M Lanser, J Weber Electronic Transactions on Numerical Analysis 56, 1-27, 2022 | 45 | 2022 |
| Learning the solution operator of two-dimensional incompressible Navier-Stokes equations using physics-aware convolutional neural networks V Grimm, A Heinlein, A Klawonn Journal of Computational Physics, 114027, 2025 | 12 | 2025 |
| Estimating the time-dependent contact rate of SIR and SEIR models in mathematical epidemiology using physics-informed neural networks V Grimm, A Heinlein, A Klawonn, M Lanser, J Weber Universität zu Köln, 2020 | 8 | 2020 |
| A short note on solving partial differential equations using convolutional neural networks V Grimm, A Heinlein, A Klawonn International Conference on Domain Decomposition Methods, 3-14, 2022 | 5 | 2022 |
| Physics-Aware Convolutional Neural Networks for Computational Fluid Dynamics VH Grimm Universität zu Köln, 2023 | 1 | 2023 |
| Physics-Aware Convolutional Neural Networks for Computational Fluid Dynamics Simulations V Grimm, A Heinlein, A Klawonn | | |
Axel KlawonnProfessor of Applied Mathematics, Universität zu Köln/University of CologneVerified email at uni-koeln.de
