Sebastian Beyer

@sbeyer.net

Scientist and scientific programmer. Working on km-scale climate models.

Excited to share our new paper: Global Kilometer-Scale Climate Storylines Using Spectral Nudging doi.org/10.1029/2025... The first global km-scale coupled climate storyline framework for physically consistent “what-if” reconstructions of recent extreme events across different climate states.

Global Kilometer‐Scale Climate Storylines Using Spectral Nudging

Combines the storylines approach using spectral nudging with km-scale modeling km-scale storylines deliver localized and granular information on extreme events

doi.org

🌍🌐 What if we could replay recent extreme weather under different climate conditions? With storyline simulations in the EU’s #DestinE initiative, scientists are reconstructing past, present, and future extreme weather to help us adapt to climate change. Learn more ➡️ destine.ecmwf.int/news/replayi...

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First post on @bsky.app 🎉: Can #AI-based weather forecasting models (trained on present-day data) provide skillful forecasts also in different colder and warmer states of the climate system? Our preprint in arxiv explores this question: doi.org/10.48550/arX... Here is what we found so far (🧵1/7)

Robustness of AI-based weather forecasts in a changing climate

Data-driven machine learning models for weather forecasting have made transformational progress in the last 1-2 years, with state-of-the-art ones now outperforming the best physics-based models for a ...

doi.org