Search Results - Lessig, Christian

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  1. 1
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    Towards a GPU-Parallelization of the neXtSIM-DG Dynamical Core Autoría: Jendersie, Robert, Lessig, Christian, Richter, Thomas

    Published 2024
    Fuente: arXiv
    Tipo de material: Preprint
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  2. 2
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    SIGGRAPH: G: Improved Projective Dynamics Global Using Snapshots-based Reduced Bases Autoría: Monem, Shaimaa, Benner, Peter, Lessig, Christian

    Published 2025
    Fuente: arXiv
    Tipo de material: Preprint
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  3. 3
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    ArchesWeather: An efficient AI weather forecasting model at 1.5° resolution Autoría: Couairon, Guillaume, Lessig, Christian, Charantonis, Anastase, Monteleoni, Claire

    Published 2024
    Fuente: arXiv
    Tipo de material: Preprint
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  4. 4
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    Efficient implementation of high-order isospectral symplectic Runge-Kutta schemes Autoría: da Silva, Clauson Carvalho, Lessig, Christian, Tomei, Carlos

    Published 2025
    Fuente: arXiv
    Tipo de material: Preprint
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  5. 5
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    A robust and stable hybrid neural network/finite element method for 2D flows that generalizes to different geometries Autoría: Jendersie, Robert, Margenberg, Nils, Lessig, Christian, Richter, Thomas

    Published 2026
    Fuente: arXiv
    Tipo de material: Preprint
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  6. 6
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    An adaptive finite element multigrid solver using GPU acceleration Autoría: Liebchen, Manuel, Jendersie, Robert, Kaya, Utku, Lessig, Christian, Richter, Thomas

    Published 2024
    Fuente: arXiv
    Tipo de material: Preprint
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  7. 7
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    ArchesWeather & ArchesWeatherGen: a deterministic and generative model for efficient ML weather forecasting Autoría: Couairon, Guillaume, Singh, Renu, Charantonis, Anastase, Lessig, Christian, Monteleoni, Claire

    Published 2024
    Fuente: arXiv
    Tipo de material: Preprint
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  8. 8
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    On Global Applicability and Location Transferability of Generative Deep Learning Models for Precipitation Downscaling Autoría: Harder, Paula, Lessig, Christian, Chantry, Matthew, Pelletier, Francis, Rolnick, David

    Published 2025
    Fuente: arXiv
    Tipo de material: Preprint
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  9. 9
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    Machine Learning for the Physics of Climate Autoría: Bracco, Annalisa, Brajard, Julien, Dijkstra, Henk A., Hassanzadeh, Pedram, Lessig, Christian, Monteleoni, Claire

    Published 2024
    Fuente: arXiv
    Tipo de material: Preprint
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  10. 10
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    Evaluating Skill and Stability of ArchesWeather and ArchesWeatherGen under Multi-Decadal Climate Simulations Autoría: Singh, Renu, Brunstein, Robert, Jost, Antonia, Rackow, Thomas, Monteleoni, Claire, Hasson, Yana, Lessig, Christian, Couairon, Guillaume

    Published 2026
    Fuente: arXiv
    Tipo de material: Preprint
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  11. 11
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    Emerging AI-based weather prediction models as downscaling tools Autoría: Koldunov, Nikolay, Rackow, Thomas, Lessig, Christian, Danilov, Sergey, Cheedela, Suvarchal K., Sidorenko, Dmitry, Sandu, Irina, Jung, Thomas

    Published 2024
    Fuente: arXiv
    Tipo de material: Preprint
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  12. 12
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    RainShift: A Benchmark for Precipitation Downscaling Across Geographies Autoría: Harder, Paula, Schmidt, Luca, Pelletier, Francis, Ludwig, Nicole, Chantry, Matthew, Lessig, Christian, Hernandez-Garcia, Alex, Rolnick, David

    Published 2025
    Fuente: arXiv
    Tipo de material: Preprint
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  13. 13
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    Robustness of AI-based weather forecasts in a changing climate Autoría: Rackow, Thomas, Koldunov, Nikolay, Lessig, Christian, Sandu, Irina, Alexe, Mihai, Chantry, Matthew, Clare, Mariana, Dramsch, Jesper, Pappenberger, Florian, Pedruzo-Bagazgoitia, Xabier, Tietsche, Steffen, Jung, Thomas

    Published 2024
    Fuente: arXiv
    Tipo de material: Preprint
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  14. 14
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    Data driven weather forecasts trained and initialised directly from observations Autoría: McNally, Anthony, Lessig, Christian, Lean, Peter, Boucher, Eulalie, Alexe, Mihai, Pinnington, Ewan, Chantry, Matthew, Lang, Simon, Burrows, Chris, Chrust, Marcin, Pinault, Florian, Villeneuve, Ethel, Bormann, Niels, Healy, Sean

    Published 2024
    Fuente: arXiv
    Tipo de material: Preprint
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  15. 15
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    AIFS -- ECMWF's data-driven forecasting system Autoría: Lang, Simon, Alexe, Mihai, Chantry, Matthew, Dramsch, Jesper, Pinault, Florian, Raoult, Baudouin, Clare, Mariana C. A., Lessig, Christian, Maier-Gerber, Michael, Magnusson, Linus, Bouallègue, Zied Ben, Nemesio, Ana Prieto, Dueben, Peter D., Brown, Andrew, Pappenberger, Florian, Rabier, Florence

    Published 2024
    Fuente: arXiv
    Tipo de material: Preprint
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  16. 16
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    AIMIP Phase 1: systematic evaluations of AI weather and climate models Autoría: Henn, Brian, Bretherton, Christopher S., Koldunov, Nikolay, Lessig, Christian, Molina, Maria J., Arcomano, Troy, Watt-Meyer, Oliver, Couairon, Guillaume, Singh, Renu, Brunstein, Robert, Hasson, Yana, Jost, Antonia, Brenowitz, Noah, Manshausen, Peter, Cresswell-Clay, Nathaniel, Durran, Dale, Hall, Kyle Joseph Chen, Yuval, Janni, Kochkov, Dmitrii, Hoyer, Stephan, Lopez-Gomez, Ignacio

    Published 2026
    Fuente: arXiv
    Tipo de material: Preprint
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  17. 17
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    Representing the Surface Ocean in ECMWF's data-driven forecasting system AIFS Autoría: Hahner, Sara, Zampieri, Lorenzo, Bidlot, Jean-Raymond, Browne, Philip, Chantry, Matthew, Clare, Mariana C. A., Cook, Harrison, Dueben, Peter, Furner, Rachel, Keeley, Sarah, Kousal, Josh, Lang, Simon, Lessig, Christian, Mertes, Gert, Mogensen, Kristian, Moldovan, Gabriel, Pelletier, Charles, Pinault, Florian, Nemesio, Ana Prieto, Raoult, Baudouin, Sandu, Irina, Cruz, Mario Santa, Schloer, Jakob, Tietsche, Steffen, Zuo, Hao

    Published 2026
    Fuente: arXiv
    Tipo de material: Preprint
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