Everyone, please check out our latest work on global forecasting of storm surges at ungauged locations, accepted at #CVPR2024 EarthVision 2024! arxiv.org/abs/2404.05758 @ESA ESA Earth Observation #Philab

Very productive first day, here in Frascati. Also got this shot that turned my older son into 😲 Now for a 🍕

The survey is available also in #French & #Spanish (right top corner) and takes approximately 20 minutes. It will contribute to #IHP Phase IX Output 1.9 on 'New Technologies'.

Please take a few minutes to participate in this survey.

Arrived in Rome for a 2-day visit at ESA and damn is the airport crowded at this time. Public transport to my hotel is estimated to take 5:37h lol.

Meet Grey Nearing, a Research Scientist working on flood forecasting at Google Research! Grey & his team produce real-time flood forecasts & alerts in 80+ countries through the Flood Hub to help keep people safe → g.co/floodhub
Learn more → goo.gle/3IK4iHK

Large-scale global flood forecasting has been out of reach for a long time. In our Nature paper published today we show how breakthroughs in AI can close the gap & provide reliable flood predictions even in regions that previously lacked data. Learn more: goo.gle/49bRqVG

Congrats Grey Nearing and the flood forecasting team at Google with ECMWF for their paper in @nature today on using ai for massive improvements in forecasting accuracy for discharge nature.com/articles/s4158… - I talked with Bloomberg re: why this matters bloomberg.com/news/articles/…

This is something for those of you who want to become more certain about the role of unvertraut in hyd.

Discussion open for comments: A data-centric perspective on the information needed for hydrological uncertainty predictions doi.org/10.5194/hess-2…

GNN-VPA: A Variance-Preserving Aggregation Strategy for Graph Neural Networks

A simple change in the aggregation function helps GNNs a) to improve message passing signal propagation and b) at the same time keep maximum 1-WL expressive power!!

Paper: arxiv.org/abs/2403.04747

Do you want to train massive deep learning models with ease? Our 10 new tutorial notebooks of our popular UvA DL course show you how, implementing data, pipeline and tensor parallelism (and more) from scratch in JAX+Flax! 🚀🚀
Check them out here: uvadlc-notebooks.readthedocs.io/en/latest/tuto…
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New work by the one and only Daniel Klotz

At some point someone fairly known offered me the same. I happily declined, which was one of the best decisions I ever made. Open data is what will boost your research. It lets other people reproduce your work and build on top of it.

My team at Google is looking to hire a PhD student intern for research on AI-based coupled Earth system modeling. This would be a full-time ~3 month position in summer or fall 2024 working in-person in Cambridge, MA with Dmitrii Kochkov and janniyuval.

A short blog post about some of the collaborations we had over the past months with different NGOs.

blog.google/outreach-initi…

ℹ️ Join us on Wed Jan 24, for talk by Frederik Kratzert on the Operational Flood Forecasting Model at Google during the #TensorFlow Working Group (TFWG).
🔗Link to Call: meet.google.com/jmo-ojko-imx
🌐Google group: tinyurl.com/join-tfwg
📷Past videos: tinyurl.com/watch-tfwg