Search Results - Schemm, Sebastian

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  1. 1
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    Relating extratropical atmospheric heat transport to cyclone life cycle characteristics and numbers in Southern Hemispheric winter Autoría: Zibell, Jan, Hermoso, Alejandro, Donohoe, Aaron, Schemm, Sebastian

    Published 2026
    Fuente: Zenodo
    Tipo de material: Recurso digital
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  2. 2
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    Finetuning a Weather Foundation Model with Lightweight Decoders for Unseen Physical Processes Autoría: Lehmann, Fanny, Ozdemir, Firat, Soja, Benedikt, Hoefler, Torsten, Mishra, Siddhartha, Schemm, Sebastian

    Published 2025
    Fuente: arXiv
    Tipo de material: Preprint
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  3. 3
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    FedRAIN-Lite: Federated Reinforcement Algorithms for Improving Idealised Numerical Weather and Climate Models Autoría: Nath, Pritthijit, Schemm, Sebastian, Moss, Henry, Haynes, Peter, Shuckburgh, Emily, Webb, Mark

    Published 2025
    Fuente: arXiv
    Tipo de material: Preprint
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  4. 4
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    Replacing Tunable Parameters in Weather and Climate Models with State-Dependent Functions using Reinforcement Learning Autoría: Nath, Pritthijit, Schemm, Sebastian, Moss, Henry, Haynes, Peter, Shuckburgh, Emily, Webb, Mark J.

    Published 2026
    Fuente: arXiv
    Tipo de material: Preprint
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  5. 5
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    Can AI Weather Models Predict Beyond Two Weeks? A Quantitative Benchmark and Analysis of Long Rollouts Autoría: Lehmann, Fanny, Ozdemir, Firat, Cheng, Yun, Hoefler, Torsten, Schemm, Sebastian, Soja, Benedikt, Mishra, Siddhartha

    Published 2026
    Fuente: arXiv
    Tipo de material: Preprint
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  6. 6
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    Error bounded compression for weather and climate applications Autoría: Huang, Langwen, Fusco, Luigi, Scheidl, Florian, Zibell, Jan, Sprenger, Michael Armand, Schemm, Sebastian, Hoefler, Torsten

    Published 2025
    Fuente: arXiv
    Tipo de material: Preprint
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  7. 7
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    GraphFramEx: Towards Systematic Evaluation of Explainability Methods for Graph Neural Networks Autoría: Amara, Kenza, Ying, Rex, Zhang, Zitao, Han, Zhihao, Shan, Yinan, Brandes, Ulrik, Schemm, Sebastian, Zhang, Ce

    Published 2022
    Fuente: arXiv
    Tipo de material: Preprint
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  8. 8
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    Building Machine Learning Limited Area Models: Kilometer-Scale Weather Forecasting in Realistic Settings Autoría: Adamov, Simon, Oskarsson, Joel, Denby, Leif, Landelius, Tomas, Hintz, Kasper, Christiansen, Simon, Schicker, Irene, Osuna, Carlos, Lindsten, Fredrik, Fuhrer, Oliver, Schemm, Sebastian

    Published 2025
    Fuente: arXiv
    Tipo de material: Preprint
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  9. 9
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    Earth System Foundation Model (ESFM): A unified framework for heterogeneous data integration and forecasting Autoría: Ozdemir, Firat, Cheng, Yun, Mohebi, Salman, Lehmann, Fanny, Adamov, Simon, Zhang, Zhenyi, Trentini, Leonardo, Grund, Dana, Fuhrer, Oliver, Hoefler, Torsten, Mishra, Siddhartha, Schemm, Sebastian, Soja, Benedikt, Salzmann, Mathieu

    Published 2026
    Fuente: arXiv
    Tipo de material: Preprint
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