Universität zu Köln

Article

Grimm, Viktor ORCID: 0000-0001-5300-3705, Heinlein, Alexander ORCID: 0000-0003-1578-8104 and Klawonn, Axel ORCID: 0000-0003-4765-7387 (2025). Learning the solution operator of two-dimensional incompressible Navier-Stokes equations using physics-aware convolutional neural networks. Journal of Computational Physics, 535. pp. 1-25. Elsevier. ISSN 0021-9991

Monograph

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.