ml4esmworkshop

Official X account for the upcoming ML4ESM workshop at ICML 2024

Website:

[ml4esmworkshop @ml4esmworkshop]

We made a starter pack *and* custom feed for ML4ESM on 🔵☁️.

Check it out! It will be updated as new people arrive 😉

[Salva Rühling Cachay @salvaRC7]

🎉Our ICML ML4ESM Best Paper is now accepted as a #NeurIPS2024 spotlight!🏆➡️🔦

📄Stay tuned for our camera-ready version with exciting updates, including 100-year inference runs 🌏🌎🌍.

Huge thanks to our reviewers for their invaluable feedback & unanimously strong support. 🙏

[ml4esmworkshop @ml4esmworkshop]

We are delighted to announce the #ICML2024 ML4ESM Best Paper Award winner:

[2406.14798] Probabilistic Emulation of a Global Climate Model with Spherical DYffusion (https://t.co/zEuA5qC3Vu)

Congrats to @salvaRC7 and co-authors @ai2_climate @yuqirose for their amazing work!

[ml4esmworkshop @ml4esmworkshop]

If you missed it, you can catch up online and you can access the posters on Gather until midnight CEST tonight!

[ml4esmworkshop @ml4esmworkshop]

and that's a wrap!! Thank you so much to all our speakers, our organizers and everyone who attended and asked thought-provoking questions! Lots of interesting discussions and we hope to see you all again at future meetings!

[ml4esmworkshop @ml4esmworkshop]

#ICML2024 Panel discussion moderated by Candace Agonafir. Our panelists are sharing their insights on ML for Earth system modeling and more!

[ml4esmworkshop @ml4esmworkshop]

Our speakers and panelists come from diverse backgrounds, each bringing deep insights and cutting-edge discoveries that integrating #AI and #EarthSystemModeling / #Climate Research.
@karadlamb
@JuliaKaltenborn
@StephanMandt
@ask1729
@david_rolnick
@thuereyGroup

[ml4esmworkshop @ml4esmworkshop]

#ICML2024 ML4ESM workshop invited speaker Stephan Mandt @StephanMandt on A Generative Perspective On Climate Projections. @LeapStc

[ml4esmworkshop @ml4esmworkshop]

#ICML2024 ML4ESM workshop invited speaker Nils Thuerey @thuereyGroup on Diffusion Models: Probabilistic Learned Solvers

[ml4esmworkshop @ml4esmworkshop]

#ICML2024 ML4ESM workshop invited speaker Aditi Krishnapriyan @ask1729 on Bridging Numerical methods and deep learning with physics-constrained differentiable solvers.

[ml4esmworkshop @ml4esmworkshop]

#ICML2024 ML4ESM workshop spotlight talk by Maryam Rahnemoonfar on Graph Neural Networks for Emulation of Finite-Element Ice Dynamics in Greenland and Antarctic Ice Sheets. Link to the paper https://t.co/HzS5gEWBJJ

[ml4esmworkshop @ml4esmworkshop]

#ICML2024 ML4ESM workshop spotlight talk by Adam Subel on Transfer Learning for Emulating Ocean Climate Variability across CO2 forcing. Link to the paper https://t.co/xhGRx1oxDH @M2LInES @LeapStc

[ml4esmworkshop @ml4esmworkshop]

#ICML2024 ML4ESM workshop spotlight talk by @eviatarbach and Enoch Luk on Learning Optimal Filters Using Variational Inference . Link to the paper https://t.co/u2rsWxejL4

[ml4esmworkshop @ml4esmworkshop]

Thank you so much to all our wonderful speakers this morning! Now for posters and lunch to continue the discussions. And don't forget if you are attending online we have a poster session and networking over on GatherTown #icml24

[ml4esmworkshop @ml4esmworkshop]

#ICML2024 ML4ESM workshop spotlight talk by Moritz Feik on Graph Neural Networks and Spatial Information Learning for Post-Processing Ensemble Weather Forecasts. Link to the paper https://t.co/mqP1EWJFfJ

[ml4esmworkshop @ml4esmworkshop]

#ICML2024 ML4ESM workshop spotlight talk by Aman Gupta on Machine Learning Global Simulation of Nonlocal Gravity Wave Propagation. @DataWave_VESRI Link to the paper https://t.co/59pAUfSsdw

[ml4esmworkshop @ml4esmworkshop]

#ICML2024 ML4ESM workshop spotlight talk by Salva Ruhling Cachay @salvaRC7 on Probabilistic Emulation of a Global Climate Model with Spherical DYffusion. Link to the paper https://t.co/AXucG2izaI @ai2_climate @LeapStc

[ml4esmworkshop @ml4esmworkshop]

#ICML2024 ML4ESM workshop invited speaker @david_rolnick on Machine Learning and Climate Change: An opportunity for application-driven innovation. @ClimateChangeAI @Mila_Quebec @LeapStc

[ml4esmworkshop @ml4esmworkshop]

Great attendance for our workshop! @LeapStc

[ml4esmworkshop @ml4esmworkshop]

#ICML2024 ML4ESM workshop invited speaker @JuliaKaltenborn on ClimateSet: a large scale climate model dataset for machine learning @Mila_Quebec @LeapStc

[ml4esmworkshop @ml4esmworkshop]

#ICML2024 ML4ESM workshop invited speaker @karadlamb on Towards Improved Cloud Parameterizations in
Climate Models using Machine Learning @LeapStc