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Anzahl der Publikationen: 9
Zeitschriftenartikel
Kriegmair, Raphael; Ruckstuhl, Yvonne; Rasp, Stephan und Craig, George
(2022):
Using neural networks to improve simulations in the gray zone.
In: Nonlinear Processes in Geophysics, Bd. 29, Nr. 2: S. 171-181
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Ruckstuhl, Yvonne; Janjic, Tijana und Rasp, Stephan
(2021):
Training a convolutional neural network to conserve mass in data assimilation.
In: Nonlinear Processes in Geophysics, Bd. 28, Nr. 1: S. 111-119
Zeng, Yuefei; Janjic, Tijana; de Lozar, Alberto; Rasp, Stephan; Blahak, Ulrich; Seifert, Axel und Craig, George C.
(2020):
Comparison of Methods Accounting for Subgrid-Scale Model Error in Convective-Scale Data Assimilation.
In: Monthly Weather Review, Bd. 148, Nr. 6: S. 2457-2477
Hirt, Mirjam; Rasp, Stephan; Blahak, Ulrich und Craig, George C.
(2019):
Stochastic Parameterization of Processes Leading to Convective Initiation in Kilometer-Scale Models.
In: Monthly Weather Review, Bd. 147, Nr. 11: S. 3917-3934
Keil, Christian; Baur, Florian; Bachmann, Kevin; Rasp, Stephan; Schneider, Linda und Barthlott, Christian
(2019):
Relative contribution of soil moisture, boundary-layer and microphysical perturbations on convective predictability in different weather regimes.
In: Quarterly Journal of the Royal Meteorological Society, Bd. 145, Nr. 724: S. 3102-3115
Rasp, Stephan; Pritchard, Michael S. und Gentine, Pierre
(2018):
Deep learning to represent subgrid processes in climate models.
In: Proceedings of the National Academy of Sciences of the United States of America, Bd. 115, Nr. 39: S. 9684-9689
Rasp, Stephan und Lerch, Sebastian
(2018):
Neural Networks for Postprocessing Ensemble Weather Forecasts.
In: Monthly Weather Review, Bd. 146, Nr. 11: S. 3885-3900
Rasp, Stephan; Selz, Tobias und Craig, George C.
(2018):
Variability and Clustering of Midlatitude Summertime Convection: Testing the Craig and Cohen Theory in a Convection-Permitting Ensemble with Stochastic Boundary Layer Perturbations.
In: Journal of the Atmospheric Sciences, Bd. 75, Nr. 2: S. 691-706
Rasp, Stephan; Selz, Tobias und Craig, George C.
(2016):
Convective and Slantwise Trajectory Ascent in Convection-Permitting Simulations of Midlatitude Cyclones.
In: Monthly Weather Review, Bd. 144, Nr. 10: S. 3961-3976