Rasp, Stephan

Deep learning to represent subgrid processes in climate models

Rasp, S., Pritchard, M. S., & Gentine, P. (2018) · Proceedings of the National Academy of Sciences

Meteorological Phenomena and SimulationsClimate variability and models

Cited by 1,044

WeatherBench: A Benchmark Data Set for Data‐Driven Weather Forecasting

Rasp, S., Dueben, P. D., Scher, S., Weyn, J. A., Mouatadid, S., & Thuerey, N. (2020) · Journal of Advances in Modeling Earth Systems

Meteorological Phenomena and SimulationsHydrological Forecasting Using AI

Cited by 663

Could Machine Learning Break the Convection Parameterization Deadlock?

Gentine, P., Pritchard, M., Rasp, S., Reinaudi, G., & Yacalis, G. (2018) · Geophysical Research Letters

Meteorological Phenomena and SimulationsClimate variability and models

Cited by 497

Neural general circulation models for weather and climate

Kochkov, D., Yuval, J., Langmore, I., Norgaard, P., Smith, J., Mooers, G., Klöwer, M., Lottes, J., Rasp, S., Düben, P., et al. (2024) · Nature

Meteorological Phenomena and SimulationsClimate variability and models

Cited by 454

Enforcing Analytic Constraints in Neural Networks Emulating Physical Systems

Beucler, T., Pritchard, M., Rasp, S., Ott, J., Baldi, P., & Gentine, P. (2021) · Physical Review Letters

Model Reduction and Neural NetworksNeural Networks and Applications

Cited by 451

WeatherBench 2: A Benchmark for the Next Generation of Data‐Driven Global Weather Models

Rasp, S., Hoyer, S., Merose, A., Langmore, I., Battaglia, P., Russell, T., Sanchez‐Gonzalez, A., Yang, V., Carver, R., Agrawal, S., et al. (2024) · Journal of Advances in Modeling Earth Systems

Meteorological Phenomena and SimulationsHydrological Forecasting Using AI

Cited by 245

Outcomes of the WMO Prize Challenge to Improve Subseasonal to Seasonal Predictions Using Artificial Intelligence

Vitart, F., Robertson, A. W., Spring, A., Pinault, F., Roškar, R., Cao, W., Bech, S., Bienkowski, A., Caltabiano, N., De Coning, E., et al. (2022) · Bulletin of the American Meteorological Society

Meteorological Phenomena and SimulationsClimate variability and models

Cited by 42