Just came back from Europe after lecturing at the #GenAI summer school at TU Eindhoven (and moderating a panel at #ISBA). Thanks, Jes Frellsen, Pierre-Alexandre Mattei, and Jakub Tomczak, for organizing this amazing event! Highly recommended to ML PhD students!

On July 17th, Dr. Barbara Friedes was killed while cycling with her helmet on in this unprotected bike lane. Yesterday, hundreds of cyclists gathered to create a human-protected bike lane because this council and mayor don’t care.

I'm incredibly proud to share NeuralGCM, our new AI and physics based approach to weather and climate modeling with state-of-the-art accuracy, published today in nature: nature.com/articles/s4158…

Two new papers on hybrid climate models today: first successful use of online training nature.com/articles/s4158…, and our (more modest) flexible plugin so you can try at home trader.copernicus.org/myorders/GMD-P…

Jeong et al's 2nd paper in Remote Sensing of Environment reveals a persistent global greening trend over the last 4 decades using refined NDVI and NIRv datasets. This contrasts with previous studies showing a decline in global greening. sciencedirect.com/science/articl… RyuLab@SNU

We are delighted to announce the #ICML2024 ML4ESM Best Paper Award winner: [2406.14798] Probabilistic Emulation of a Global Climate Model with Spherical DYffusion (arxiv.org) Congrats to Salva Rühling Cachay and co-authors AI2 Climate Modeling Rose Yu for their amazing work!

We've verified the top 5 winners for the LEAP - Atmospheric Physics using AI (ClimSim) Kaggle competition! I'd like to give shout outs to Zeyuan Hu and Laura Mansfield for being invaluable teammates in the verification process + the winners for their cooperation Kaggle LEAP-STC

Twitter used to be useful to get updates on latest scientific papers but since it became X, the science papers gradually got buried in a mountain of political messages from non-followed groups/people. I can't find useful information now, or need to spend a lot of time doing so

Leaving Oxford for the last time after living there 9 years. Beautiful city with lots of greenery. But my memory will be the harassment, racism, bullying, and classism I have both experienced and witnessed from/by senior staff at Department of Physics at University of Oxford. Good riddance, Oxford.

Trees tolerate extreme heat by combining high evaporative cooling, high heat tolerance and stomata decoupling. Excellent new study led by the brilliant Alice Gauthey. Eugénie Mas EPFL-ENAC WSL Umweltforschung Álex Tuñas onlinelibrary.wiley.com/doi/10.1111/gc…

Do you remember this voice?

Ever wondered how you can make your neural operators "unconditionally stable"? Turns out, it doesn't require very special tricks, but the trade-off between unrolling and batchsize can strongly influence training time. We've summarized our tests here: ge.in.tum.de/2024/08/05/how…

Mapping trees was yesterday: here we mapped the location of almost 3 million baobabs across the entire Sahel, published in Nature Ecology: doi.org/10.1038/s41559… (free read: rdcu.be/dOVbO) Ke Huang NASA Laura Vang Rasmussen University of Copenhagen Research European Research Council (ERC)

A publishing platform that places code front and centre 👩‍💻 Curvenote creates interactive publications based on digital-coding notebooks and aims to increase the transparency and reproducibility of data science. go.nature.com/3SH03BX

I am saddened to hear of Eugenia Kalnay's passing. She was a true giant of the atmospheric sciences. I can only imagine the obstacles she faced in becoming the first woman to receive a PhD in meteorology from MIT. The field of meteorology is forever enriched by her contributions.

Excited to share this emerging team research led by Jaideep Pathak on autoregressive AI for km-scale atmospheric prediction. First glimmers of 1-5h convective forecast skill competitive with HRRR alongside plausible generated moist updrafts. Preprint: d1qx31qr3h6wln.cloudfront.net/publications/S…

Excited to share our new review paper on the use of ML for climate science rdcu.be/dRMdh led by Veronika Eyring and Bill Collins and based on a great workshop in Colorado in 2022

New faculty position in ... Climate Change Solutions at Berkeley Rausser College of Natural Resources aprecruit.berkeley.edu/JPF04196 nature-based climate solutions; ecosystem function and biodiversity; social and ecological determinants of risk and resilience [1/2]

Excited to work on #Physics-Guided #LLMs !