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Viktor Hermann Grimm
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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
342022
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
72020
Learning the solution operator of two-dimensional incompressible Navier-Stokes equations using physics-aware convolutional neural networks
V Grimm, A Heinlein, A Klawonn
arXiv preprint arXiv:2308.02137, 2023
62023
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
12022
Physics-Aware Convolutional Neural Networks for Computational Fluid Dynamics
VH Grimm
Universität zu Köln, 2023
2023
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