Thank you Jonah, you did a great job as well 😊

Links:
📜 #NeurIPS2024: openreview.net/pdf?id=00Sx5...
🐙 GitHub: github.com/PolymathicAI...
🤗 Blog: huggingface.co/blog/rubenoh...
💻 PyPI: pypi.org/project/the-...

Shout out to the @polymathicai.bsky.social team for the great work. What's next is exciting, stay tuned!

🌌 Bridging the gap between ML & numerical simulations!

With The Well, ML researchers can tackle advanced physics, and simulation experts explore efficient surrogates. Imagine predicting the explosion of supernova in seconds! 🌠
Let’s accelerate scientific discovery together!🤝

For ML researchers, The Well offers:
🧠 Unique benchmarks (spatial-temporal patterns ≠ natural videos)
📐 Many knowledge transfer tasks
⏳ Handling temporal variation
⚙️ Generalizing across physical parameters
This is an opportunity to advance scientific research with ML! 🚀

🤔 Why The Well?
Unlike natural datasets, scientific data is hard to gather & interpret. Evaluating a turbulent astrophysical process isn’t like judging a cat photo! 🐱
We standardized complex scientific datasets to let ML researchers focus on what matters: predicting physics. 📈

Would love to be added to, thanks!

Hello, researcher in NYC on foundation models for science 👋