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Blanka Balogh

@blankabalogh.bsky.social
933 followers 259 following 24 posts

Climate modeling & AI researcher @ Meteo-France/CNRM. When I’m not coding, I’m probably out running! 📍Toulouse, France

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Reposted by Blanka Balogh
Katharina Hafner @katharina-hafner.bsky.social · 09/01/2026
Submit your abstract to our #EGU26 session: Machine Learning for Climate Science Details: www.egu26.eu/session/57569 With @blankabalogh.bsky.social, Tom Beucler, Gustau Camps-Valls and @dwatsonparris.bsky.social #ML #climateAI #ML4climate #ESM @isp-uv-es.bsky.social @unibremen.bsky.social
Machine Learning for Climate Science session at EGU26
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Blanka Balogh @blankabalogh.bsky.social · 04/06/2025
Back here after a while. I had a wonderful beginning of the week in Zurich at the Exclaim! Symposium where I had a poster. It really was amazing, the quality of the talks was GREAT and the people amazing! Many thanks and kudos to the organizers!
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Blanka Balogh @blankabalogh.bsky.social · 29/12/2024
As 2024 comes to an end, here are my 3 favorite papers of the year on NN-based weather prediction. I’ve chosen ones that might not be on your radar but stand out for their originality or insights.
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Reposted by Blanka Balogh
Daniel Rothenberg @danielrothenberg.com · 23/12/2024
With < 48 hours to go, ECMWF gets to claim this year's Christmas-time AI weather forecasting mic drop: arxiv.org/abs/2412.15687
arxiv.org
GraphDOP: Towards skilful data-driven medium-range weather forecasts learnt and initialised directly from observations
We introduce GraphDOP, a new data-driven, end-to-end forecast system developed at the European Centre for Medium-Range Weather Forecasts (ECMWF) that is trained and initialised exclusively from Earth ...
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Blanka Balogh @blankabalogh.bsky.social · 23/12/2024
Hi Bluesky! I realize I’ve never introduced myself. I’m a research scientist in the climate research group at Météo-France, where I focus on developing a hybrid global climate model that combines AI and physics based modeling. 1/3
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Reposted by Blanka Balogh
N. Thuerey's research group at TUM @thuereygroup.bsky.social · 10/12/2024
If you're training models with more than one loss term, I can again strongly recommend our ConFIG optimizer: tum-pbs.github.io/ConFIG/ , simply swap out Adam&Co. for ConFIG, and you can potentially see substantial reductions in your training loss 😁 We'd also be curious to hear how it works for you
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Reposted by Blanka Balogh
Stephan Hoyer @handle.invalid · 21/11/2024
The new ACE2 climate emulator from Oliver Watt-Meyer et al has very compelling results, with results that look comparable to NeuralGCM. Congrats to the AI2 team! arxiv.org/abs/2411.112...
arxiv.org
ACE2: Accurately learning subseasonal to decadal atmospheric variability and forced responses
Existing machine learning models of weather variability are not formulated to enable assessment of their response to varying external boundary conditions such as sea surface temperature and greenhouse...
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Blanka Balogh @blankabalogh.bsky.social · 18/11/2024
Here’s a starter pack for AI in Weather & Climate research! 🎉 I hope to see this grow over time. If I missed anyone, please let me know! go.bsky.app/D6uzmRv
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Blanka Balogh @blankabalogh.bsky.social · 17/11/2024
Back from ECMWF !
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Blanka Balogh @blankabalogh.bsky.social · 18/12/2023
On recrute ! Nous recherchons un ingénieur de recherche en IA appliqué à la prévision numérique du temps, au CNRM. CDD de 21 mois à partir du 01/04/2024, à Toulouse. Date limite de candidature : 05/01/2024. emploi.cnrs.fr/Offres/CDD/U...
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Blanka Balogh @blankabalogh.bsky.social · 10/12/2023
Hi, I am Blanka, and I am a research scientist using AI to make climate models more accurate. I enjoy discussing the use of AI in weather forecasting and climate, especially in atmospheric modeling.
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