NP – Nonlinear Processes in Geosciences

Programme Group Chair: Davide Faranda

NP1 – Mathematics of Planet Earth
NP2 – Dynamical Systems Approaches to Problems in the Geosciences
NP3 – Scales, Scaling and Nonlinear Variability
NP4 – Time Series and Big Data Methods
NP5 – Predictability
NP6 – Turbulence, Transport and Diffusion
NP7 – Nonlinear Waves
NP8 – Emergent Phenomena in the Geosciences
NP9 – Short Courses related to NP

NP1 – Mathematics of Planet Earth

Sub-Programme Group Scientific Officer: Tommaso Alberti

NP2 – Dynamical Systems Approaches to Problems in the Geosciences

Sub-Programme Group Scientific Officer: Christian Franzke

NP3 – Scales, Scaling and Nonlinear Variability

Sub-Programme Group Scientific Officer: Ioulia Tchiguirinskaia

NP4 – Time Series and Big Data Methods

Sub-Programme Group Scientific Officer: Reik Donner

NP5 – Predictability

Sub-Programme Group Scientific Officer: Olivier Talagrand

Proposals are marked in red.

Suggested session
Verification, diagnostic, and interpretability of AI models for weather forecasting

Session short summary:

Short Summary: This session focuses on the performance and interpretability of weather forecasts generated by AI models. Contributions on the following topics are welcome: benchmarking activities, intercomparison projects, innovative verification methodology, forecasting of extreme events, diagnostics of forecast realism, and interpretability of AI weather models.

Keywords: Machine Learning, Model verification, Monitoring and diagnostics, Weather extreme events, Weather prediction (Weather forecasting)

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NP6 – Turbulence, Transport and Diffusion

Sub-Programme Group Scientific Officer: Jezabel Curbelo

NP7 – Nonlinear Waves

Sub-Programme Group Scientific Officer: Julien Touboul

NP8 – Emergent Phenomena in the Geosciences

Sub-Programme Group Scientific Officer: Henk A. Dijkstra