Concepedia

Stephan Rasp

SR

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Publications

27

Citations

2.9K

H-Index

24

Active since

2016

Affiliations

Ludwig-Maximilians-Universität München(Current)

Columbia University

University of California, Irvine

Google (United States)

Technical University of Munich

Stephan Rasp is an author at Ludwig-Maximilians-Universität München specializing in engineering, earth science, and meteorology.

ORCID

Top concepts

Publications per year

2016–2024

27

Publications

27

Could Machine Learning Break the Convection Parameterization Deadlock?

Pierre Gentine, Michael S. Pritchard, Stephan Rasp et al. · Geophysical Research Letters · 2018 · 500 citations · Full text

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Neural Networks for Postprocessing Ensemble Weather Forecasts

Stephan Rasp, Sebastian Lerch · Monthly Weather Review · 2018 · 495 citations · Full text

Enforcing Analytic Constraints in Neural Networks Emulating Physical Systems

Tom Beucler, Michael S. Pritchard, Stephan Rasp et al. · Physical Review Letters · 2021 · 380 citations · Full text

Neural general circulation models for weather and climate

Dmitrii Kochkov, Janni Yuval, Ian Langmore et al. · Nature · 2024 · 277 citations · Full text

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

Stephan Rasp, Stephan Hoyer, Alexander Merose et al. · Journal of Advances in Modeling Earth Systems · 2024 · 138 citations · Full text

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