Stephan Rasp

Stephan Rasp

Technische Universität München - München / Germany
Engineering & Technology / Computer Science
AD Scientific Index ID: 1781892
Technical University of Munich
person_outline Stephan Rasp's MOST POPULAR ARTICLES
1-) Deep learning to represent subgrid processes in climate modelsS Rasp, MS Pritchard, P GentineProceedings of the National Academy of Sciences 115 (39), 9684-9689, 20184532018
2-) WeatherBench: a benchmark data set for data‐driven weather forecastingS Rasp, PD Dueben, S Scher, JA Weyn, S Mouatadid, N ThuereyJournal of Advances in Modeling Earth Systems 12 (11), e2020MS002203, 20204592020
3-) Could machine learning break the convection parameterization deadlock?P Gentine, M Pritchard, S Rasp, G Reinaudi, G YacalisGeophysical Research Letters 45 (11), 5742-5751, 20184572018
4-) Neural networks for postprocessing ensemble weather forecastsS Rasp, S LerchMonthly Weather Review 146 (11), 3885-3900, 20184272018
5-) Enforcing analytic constraints in neural networks emulating physical systemsT Beucler, M Pritchard, S Rasp, J Ott, P Baldi, P GentinePhysical Review Letters 126 (9), 098302, 20212992021