1372: ExaOcean

Principal investigator: Maximilian Witte

Deutsches Klimarechenzentrum (Community project)

Project abstract

Report 7/2023 to 6/2024
Report 7/2024 to 6/2025
Final report

Publications

• DOI: 10.1088/2632-2153/ada19f, https://iopscience.iop.org/article/10.1088/2632-2153/ada19f
• DOI: 10.48550/arXiv.2512.20350, Witte, Maximilian, et al. "Field-Space Attention for Structure-Preserving Earth System Transformers." arXiv preprint arXiv:2512.20350 (2025)
• DOI: 10.1088/2632-2153/ada19f, https://iopscience.iop.org/article/10.1088/2632-2153/ada19f
• DOI: 10.48550/arXiv.2404.06400, Witte et al. (2024). Dynamic Deep Learning Based Super-Resolution For The Shallow Water Equations. arXiv:2404.06400