The two versions of the FESOM2 ocean and sea-ice model used as the Fortran reference in the paper An Ocean Model Ported by a Large Language Model: Experience and Lessons from FESOM2 (Fortran to C to C++/Kokkos), from github.com/FESOM/fesom2. fesom2-llmport-fortran-reference-9271ae92.zip: tag llmport-fortran-reference (...
Sergey D. Danilov, Dmitry Sidorenko, Patrick Scholz et al.· Zenodo (CERN European Organi...· 0 citations
A performance-portable C++/Kokkos port of the ocean and sea-ice core of FESOM2: one source tree for CPUs (Kokkos Serial, OpenMP) and GPUs (CUDA, HIP). The Serial build reproduces the C port byte for byte. Code of the paper An Ocean Model Ported by a Large Language Model: Experience and Lessons from FESOM2 (Fortran to C...
Nikolay Koldunov, Sebastian Beyer· Zenodo (CERN European Organi...· 0 citations
This evaluation framework provides a reproducible benchmark for quantifying parametric climate knowledge in LLMs, and shows that LLMs reproduce broad geographic regularities in climatological temperature fields, capturing latitudinal and topographic patterns.
Ivan S. Kuznetsov, Jacopo Grassi, Dmitrii Pantiukhin et al.· Artificial Intelligence for...· 0 citations
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