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Journal Article
Grimm, Viktor ORCID: 0000-0001-5300-3705, Heinlein, Alexander
ORCID: 0000-0003-1578-8104, Klawonn, Axel
ORCID: 0000-0003-4765-7387, Lanser, Martin and Weber, Janine
ORCID: 0000-0002-6692-2230
(2022).
ESTIMATING THE TIME-DEPENDENT CONTACT RATE OF SIR AND SEIR MODELS IN MATHEMATICAL EPIDEMIOLOGY USING PHYSICS-INFORMED NEURAL NETWORKS.
Electron. Trans. Numer. Anal., 56.
S. 1 - 28.
KENT:
KENT STATE UNIVERSITY.
ISSN 1068-9613
Preprints, Working Papers or Reports
Grimm, Viktor ORCID: 0000-0001-5300-3705, Heinlein, Alexander
ORCID: 0000-0003-1578-8104 and Klawonn, Axel
ORCID: 0000-0003-4765-7387
(2022).
A short note on solving partial differential equations using convolutional neural networks.
Technical Report.
Thesis
Grimm, Viktor Hermann ORCID: 0000-0001-5300-3705
(2023).
Physics-Aware Convolutional Neural Networks for Computational Fluid Dynamics.
PhD thesis, Universität zu Köln.