Stephan Rasp
Impact in
- Atmospheric Science top 2%
- Meteorological Phenomena and Simulations
- Tropical and Extratropical Cyclones Research
- Precipitation Measurement and Analysis
- Global and Planetary Change top 2%
- Climate variability and models
- Atmospheric and Environmental Gas Dynamics
Papers in
-
- Meteorological Phenomena and Simulations 18
- Precipitation Measurement and Analysis 3
- Tropical and Extratropical Cyclones Research 2
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- Climate variability and models 13
- Plant Water Relations and Carbon Dynamics 2
- Co-authors
- Sebastian Lerch (2 shared papers)Michael S. Pritchard (3 shared papers)Pierre Gentine (3 shared papers)G. Reinaudi (1 shared paper)Galen Yacalis (1 shared paper)Tom Beucler (2 shared papers)Jordan Ott (1 shared paper)Pierre Baldi (1 shared paper)
- Journals
- Monthly Weather Review (4 papers)Journal of Advances in Modeling Earth Systems (2 papers)Quarterly Journal of the Royal Meteorological Society (1 paper)Climate Dynamics (1 paper)Science Advances (1 paper)
- Partner nations
- GermanyUnited StatesUnited Kingdom
In The Last Decade
Stephan Rasp
24 papers receiving 1.4k citations
Stephan Rasp's Hit Papers
Peers
Comparison fields: 5 of 86
- Atmospheric Science 986
- Global and Planetary Change 857
- Environmental Engineering 312
- Statistical and Nonlinear Physics 132
- Oceanography 107
Countries citing papers authored by Stephan Rasp
This map shows the geographic impact of Stephan Rasp's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Stephan Rasp with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Stephan Rasp more than expected).
Fields of papers citing papers by Stephan Rasp
This network shows the impact of papers produced by Stephan Rasp. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Stephan Rasp. The network helps show where Stephan Rasp may publish in the future.
Co-authors
The 25 scholars most cited alongside Stephan Rasp, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 24 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Neural Networks for Postprocessing Ensemble Weather Forecasts Hit paper breakdown → | 2018 | 310 |
| 2 | Could Machine Learning Break the Convection Parameterization Deadlock? Hit paper breakdown → | 2018 | 278 |
| 3 | Enforcing Analytic Constraints in Neural Networks Emulating Physical Systems Hit paper breakdown → | 2021 | 210 |
| 4 | Neural general circulation models for weather and climate Hit paper breakdown → | 2024 | 182 |
| 5 | WeatherBench 2: A Benchmark for the Next Generation of Data‐Driven Global Weather Models Hit paper breakdown → | 2024 | 93 |
| 6 | 2020 | 58 | |
| 7 | 2020 | 58 | |
| 8 | Climate-invariant machine learning Hit paper breakdown → | 2024 | 53 |
| 9 | 2019 | 45 | |
| 10 | 2019 | 33 | |
| 11 | 2016 | 30 | |
| 12 | 2017 | 29 | |
| 13 | 2023 | 26 | |
| 14 | 2021 | 21 | |
| 15 | 2020 | 20 | |
| 16 | 2020 | 13 | |
| 17 | 2019 | 6 | |
| 18 | Combining crowd-sourcing and deep learning to understand meso-scale organization of shallow convection | 2019 | 2 |
| 19 | 2022 | 2 | |
| 20 | 2018 | 2 |
About Stephan Rasp
Stephan Rasp is a scholar working on Atmospheric Science, Global and Planetary Change, Environmental Engineering, Statistical and Nonlinear Physics and Artificial Intelligence, having authored 24 papers that have together received 1.5k indexed citations. Recurring topics across this work include Meteorological Phenomena and Simulations (18 papers), Climate variability and models (13 papers), Precipitation Measurement and Analysis (3 papers), Plant Water Relations and Carbon Dynamics (2 papers), Tropical and Extratropical Cyclones Research (2 papers), Hydrological Forecasting Using AI (2 papers), Model Reduction and Neural Networks (2 papers) and Lightning and Electromagnetic Phenomena (1 paper). The work is most often cited by research in Atmospheric Science (986 citations), Global and Planetary Change (857 citations), Environmental Engineering (312 citations), Statistical and Nonlinear Physics (132 citations) and Oceanography (107 citations). Stephan Rasp has collaborated with scholars based in Germany, United States and United Kingdom. Frequent co-authors include Sebastian Lerch, Michael S. Pritchard, Pierre Gentine, G. Reinaudi, Galen Yacalis, Tom Beucler, Jordan Ott, Pierre Baldi, Axel Seifert and George C. Craig. Their work appears in journals such as Monthly Weather Review, Journal of Advances in Modeling Earth Systems, Quarterly Journal of the Royal Meteorological Society, Climate Dynamics and Science Advances.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.