Towards Specialized Supercomputers for Climate Sciences: Computational Requirements of the Icosahedral Nonhydrostatic Weather and Climate Model
<|reference_start|>Towards Specialized Supercomputers for Climate Sciences: Computational Requirements of the Icosahedral Nonhydrostatic Weather and Climate Model: We discuss the computational challenges and requirements for high-resolution climate simulations using the Icosahedral Nonhydrostatic Weather and Climate Model (ICON). We define a detailed requirements model for ICON which emphasizes the need for specialized supercomputers to accurately predict climate change impacts and extreme weather events. Based on the requirements model, we outline computational demands for km-scale simulations, and suggests machine learning techniques to enhance model accuracy and efficiency. Our findings aim to guide the design of future supercomputers for advanced climate science.<|reference_end|>
@article{hoefler2024towards,
    title={Towards Specialized Supercomputers for Climate Sciences: Computational
  Requirements of the Icosahedral Nonhydrostatic Weather and Climate Model},
    author={Torsten Hoefler, Alexandru Calotoiu, Anurag Dipankar, Thomas
  Schulthess, Xavier Lapillonne, Oliver Fuhrer},
    journal={arXiv preprint arXiv:2405.13043},
    year={2024},
    archivePrefix={arXiv},
    eprint={2405.13043},
    primaryClass={physics.ao-ph cs.AR cs.DC physics.comp-ph}
}