Litcius/Paper detail

Physically constrained generative adversarial networks for improving precipitation fields from Earth system models

Philipp Hess, Markus Drüke, Stefan Petri, Felix Strnad, Niklas Boers

2022Nature Machine Intelligence77 citationsDOI

Topics & Concepts

Generative grammarComputer scienceAdversarial systemEarth system scienceIntermittencyPrecipitationConstraint (computer-aided design)Machine learningArtificial intelligenceMeteorologyMathematicsGeologyGeographyOceanographyTurbulenceGeometryMeteorological Phenomena and SimulationsClimate variability and modelsTropical and Extratropical Cyclones Research
Physically constrained generative adversarial networks for improving precipitation fields from Earth system models | Litcius