Search Results - Lessig, Christian

Towards a GPU-Parallelization of the neXtSIM-DG Dynamical Core by Jendersie, Robert, Lessig, Christian, Richter, Thomas

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SIGGRAPH: G: Improved Projective Dynamics Global Using Snapshots-based Reduced Bases by Monem, Shaimaa, Benner, Peter, Lessig, Christian

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ArchesWeather: An efficient AI weather forecasting model at 1.5° resolution by Couairon, Guillaume, Lessig, Christian, Charantonis, Anastase, Monteleoni, Claire

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Efficient implementation of high-order isospectral symplectic Runge-Kutta schemes by da Silva, Clauson Carvalho, Lessig, Christian, Tomei, Carlos

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A robust and stable hybrid neural network/finite element method for 2D flows that generalizes to different geometries by Jendersie, Robert, Margenberg, Nils, Lessig, Christian, Richter, Thomas

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An adaptive finite element multigrid solver using GPU acceleration by Liebchen, Manuel, Jendersie, Robert, Kaya, Utku, Lessig, Christian, Richter, Thomas

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ArchesWeather & ArchesWeatherGen: a deterministic and generative model for efficient ML weather forecasting by Couairon, Guillaume, Singh, Renu, Charantonis, Anastase, Lessig, Christian, Monteleoni, Claire

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On Global Applicability and Location Transferability of Generative Deep Learning Models for Precipitation Downscaling by Harder, Paula, Lessig, Christian, Chantry, Matthew, Pelletier, Francis, Rolnick, David

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Machine Learning for the Physics of Climate by Bracco, Annalisa, Brajard, Julien, Dijkstra, Henk A., Hassanzadeh, Pedram, Lessig, Christian, Monteleoni, Claire

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Evaluating Skill and Stability of ArchesWeather and ArchesWeatherGen under Multi-Decadal Climate Simulations by Singh, Renu, Brunstein, Robert, Jost, Antonia, Rackow, Thomas, Monteleoni, Claire, Hasson, Yana, Lessig, Christian, Couairon, Guillaume

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Emerging AI-based weather prediction models as downscaling tools by Koldunov, Nikolay, Rackow, Thomas, Lessig, Christian, Danilov, Sergey, Cheedela, Suvarchal K., Sidorenko, Dmitry, Sandu, Irina, Jung, Thomas

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RainShift: A Benchmark for Precipitation Downscaling Across Geographies by Harder, Paula, Schmidt, Luca, Pelletier, Francis, Ludwig, Nicole, Chantry, Matthew, Lessig, Christian, Hernandez-Garcia, Alex, Rolnick, David

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Robustness of AI-based weather forecasts in a changing climate by 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

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Data driven weather forecasts trained and initialised directly from observations by 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

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AIFS -- ECMWF's data-driven forecasting system by 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

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AIMIP Phase 1: systematic evaluations of AI weather and climate models by 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

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Representing the Surface Ocean in ECMWF's data-driven forecasting system AIFS by 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

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